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ORCIDIJCNN 2013: Dallas, TX, USA
- The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013. IEEE 2013, ISBN 978-1-4673-6128-6
- Manh Cong Phan, Mark H. Beale, Martin T. Hagan:
A procedure for training recurrent networks. 1-8 - Vassilis Cutsuridis:
Cognitive models of the perception-action cycle: A view from the brain. 1-8 - Saber Mefoued:
Assistance of knee movements using an actuated orthosis through subject's intention based on MLPNN approximators. 1-6 - Akimul Prince, Biswanath Samanta:
Neuromodulation based control of an autonomous robot. 1-7 - Lech Szymanski, Brendan McCane
:
Learning in deep architectures with folding transformations. 1-8 - Siavash Ghavami, Farshad Lahouti, Lars Schwabe:
Information theoretic analysis of energy efficient neurons with biologically plausible constraints. 1-8 - Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li:
A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. 1-7 - Noriyuki Muramoto, Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui:
On processing three dimensional data by quaternionic neural networks. 1-5 - Sergio Orts-Escolano, Vicente Morell, José García Rodríguez, Miguel Cazorla:
Point cloud data filtering and downsampling using growing neural gas. 1-8 - K. Suvarna Vani, S. Durga Bhavani:
Extraction of 2D-pattern signatures for protein folds. 1-8 - Devon K. Barrow, Sven F. Crone:
Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples. 1-8 - Patrick W. Stinson, Keith A. Bush:
Exogenous control and dynamical reduction of echo state networks. 1-7 - Kyle Ira Harrington, Emmanuel Awa, Sylvain Cussat-Blanc, Jordan B. Pollack:
Robot coverage control by evolved neuromodulation. 1-8 - Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano S. Koshiyama:
Using ensembles for adaptive learning: A comparative approach. 1-7 - Michael Glodek, Edmondo Trentin, Friedhelm Schwenker, Günther Palm:
Hidden Markov models with graph densities for action recognition. 1-6 - Murillo Rehder Batista, Rodrigo Calvo, Roseli A. Francelin Romero:
A robot on-line area coverage approach based on the probabilistic Lloyd method. 1-8 - Shuqing Zeng, Yanhua Chen:
Integrating developmental and conventional Markov decision processes: An application to robotic navigation. 1-6 - Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Backpropagation learning method with interval type-2 fuzzy weights in neural networks. 1-6 - Xiong Luo, Jennie Si:
Stability of direct heuristic dynamic programming for nonlinear tracking control using PID neural network. 1-7 - Jonathan Masci, Ueli Meier, Gabriel Fricout, Jürgen Schmidhuber:
Multi-scale pyramidal pooling network for generic steel defect classification. 1-8 - Roman Ilin, Robert Kozma:
Detection of spatiotemporal phase patterns in ECoG using adaptive mixture models. 1-7 - Souhir Bouaziz, Adel M. Alimi, Ajith Abraham:
Evolving flexible beta basis function neural tree for nonlinear systems. 1-8 - Koichiro Tazuke, Noriyuki Muramoto, Nobuyuki Matsui, Teijiro Isokawa:
An application of quantum-inspired particle swarm optimization to function optimization problems. 1-6 - Mario Malcangi, Karim Ouazzane, Premit Patel:
Audio-visual fuzzy fusion for robust speech recognition. 1-8 - Rauf Izmailov, Vladimir Vapnik, Akshay Vashist:
Multidimensional splines with infinite number of knots as SVM kernels. 1-7 - Wenyong Chen, Furao Shen, Jinxi Zhao:
A computational model of selecting visual attention based on bottom-up and top-down feature combination. 1-5 - Cory E. Merkel, Dhireesha Kudithipudi, Nick Sereni:
Periodic activation functions in memristor-based analog neural networks. 1-7 - Antonio Arista-Jalife, Eduardo Gómez-Ramírez:
A root location training method for polynomial cellular neural networks that implements totalistic cellular automata. 1-8 - Filippo Maria Bianchi, Lorenzo Livi, Antonello Rizzi:
Matching of time-varying labeled graphs. 1-8 - Erich Schikuta, Erwin Mann:
N2Sky - Neural networks as services in the clouds. 1-8 - Jordan Fish, Lisa Ossian, Juyang Weng:
Novelty estimation in developmental networks: Acetylcholine and norepinephrine. 1-8 - Jin-Ping Chen, Shin-Fu Wu, Shie-Jue Lee:
Modified learning for discrete multi-valued neuron. 1-6 - Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis:
Quasi-random sampling for approximate dynamic programming. 1-8 - Steven K. Esser, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Davis Barch, Arnon Amir, John V. Arthur, Andrew Cassidy, Myron Flickner, Paul Merolla, Shyamal Chandra, Nicola Basilico, Stefano Carpin, Tom Zimmerman, Frank Zee, Rodrigo Alvarez-Icaza, Jeffrey A. Kusnitz, Theodore M. Wong, William P. Risk, Emmett McQuinn, Tapan K. Nayak, Raghavendra Singh, Dharmendra S. Modha:
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores. 1-10 - Omar Aguilar, Rubén Tapia-Olvera, Juan M. Ramirez, Antonio Valderrabano:
Adaptive controller for PMSG wind turbine systems with back-to-back PWM converters. 1-6 - Ken Saito, Shiho Takahama, Shinpei Yamasaki, Minami Takato, Yoshifumi Sekine, Fumio Uchikoba:
IC chip of pulse-type hardware neural networks for hexapod walking MEMS micro robot. 1-6 - Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias:
A shape descriptor based on symbolic data analysis. 1-8 - Chantal Hajjar, Hani Hamdan:
Interval data clustering using self-organizing maps based on adaptive Mahalanobis distances. 1-6 - Amir Hussain:
Cognitive computation: A case study in cognitive control of autonomous systems and some future directions. 1-6 - Yi Zhao, Valentin Gies, Ademir Felipe Teles, Jean-Marc Ginoux:
Multi-pattern cross training: An ANN model training method using WSN sensor data. 1-6 - Amine Chaibi, Mustapha Lebbah, Hanane Azzag:
A new bi-clustering approach using topological maps. 1-7 - Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino:
Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. 1-7 - Pavlo V. Tymoshchuk:
A fast analogue K-winners-take-all neural circuit. 1-8 - Ken Caluwaerts, Francis Wyffels, Sander Dieleman, Benjamin Schrauwen:
The spectral radius remains a valid indicator of the Echo state property for large reservoirs. 1-6 - Heikki Hyyti, Jouko Kalmari, Arto Visala:
Real-time detection of young spruce using color and texture features on an autonomous forest machine. 1-8 - Ronaldo R. B. de Aquino, Teresa Bernarda Ludermir, Otoni Nóbrega Neto, Aida Araujo Ferreira, Milde M. S. Lira, Manoel A. Carvalho:
Forecasting models of wind power in Northeastern of Brazil. 1-8 - Xinyi Le, Jun Wang:
Neurodynamic optimization approaches to robust pole assignment based on alternative robustness measures. 1-8 - Patrice Wira, Thien Minh Nguyen:
Adaptive linear learning for on-line harmonic identification: An overview with study cases. 1-6 - Issam Dagher, Jamal Hassanieh, Ahmad Younes:
Face recognition using voting technique for the Gabor and LDP features. 1-6 - Wei Li, Longbing Cao, Dazhe Zhao, Xia Cui, Jinzhu Yang:
CRNN: Integrating classification rules into neural network. 1-8 - Peng Cao, Bo Li, Dazhe Zhao, Osmar R. Zaïane:
A novel cost sensitive neural network ensemble for multiclass imbalance data learning. 1-8 - Kartik Audhkhasi, Osonde Osoba, Bart Kosko:
Noise benefits in backpropagation and deep bidirectional pre-training. 1-8 - Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella:
Some results about the Vapnik-Chervonenkis entropy and the rademacher complexity. 1-8 - Bilal Fadlallah, José C. Príncipe:
Diffusion least-mean squares over adaptive networks with dynamic topologies. 1-6 - Alberto F. De Souza, Cayo Fontana, Filipe Wall Mutz, Tiago Alves de Oliveira, Mariella Berger, Avelino Forechi, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue:
Traffic sign detection with VG-RAM weightless neural networks. 1-9 - Francisco J. Maldonado, Stephen Oonk, Tasso Politopoulos:
Optimized neuro genetic fast estimator (ONGFE) for efficient distributed intelligence instantiation within embedded systems. 1-8 - Arnon Amir, Pallab Datta, William P. Risk, Andrew S. Cassidy, Jeffrey A. Kusnitz, Steven K. Esser, Alexander Andreopoulos, Theodore M. Wong, Myron Flickner, Rodrigo Alvarez-Icaza, Emmett McQuinn, Ben Shaw, Norm Pass, Dharmendra S. Modha:
Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores. 1-10 - Blerim Emruli, Ross W. Gayler, Fredrik Sandin:
Analogical mapping and inference with binary spatter codes and sparse distributed memory. 1-8 - Sepehr Jalali, Paul J. Seekings, Cheston Tan, Hazel Z. W. Tan, Joo-Hwee Lim, Elizabeth A. Taylor:
Classification of marine organisms in underwater images using CQ-HMAX biologically inspired color approach. 1-8 - Zhao Lu, Wen Yan:
Closed-form projection operator wavelet kernels in support vector learning for nonlinear dynamical systems identification. 1-8 - Qin Feng, Daqi Gao:
Dynamic learning algorithm of multi-layer perceptrons for letter recognition. 1-6 - Upuli Gunasinghe, Damminda Alahakoon:
The adaptive suffix tree: A space efficient sequence learning algorithm. 1-8 - Erick Rocha Fonseca, João Luís Garcia Rosa:
A two-step convolutional neural network approach for semantic role labeling. 1-7 - Thanh-Nghi Doan, Thanh-Nghi Do, François Poulet:
Parallel incremental SVM for classifying million images with very high-dimensional signatures into thousand classes. 1-8 - Zhong She, Can Wang:
Volatility analysis via coupled Wishart process. 1-8 - Robert Coop, Itamar Arel:
Mitigation of catastrophic forgetting in recurrent neural networks using a Fixed Expansion Layer. 1-7 - Melvin Deloyd Robinson, Michael T. Manry:
Partially affine invariant training using dense transform matrices. 1-6 - Daniel S. Levine, Mihai Nadin:
Toward a neural network theory of emotional influences on creativity. 1-7 - Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. 1-6 - Ahmed M. Allam, Hazem M. Abbas, M. Watheq El-Kharashi:
Authenticated key exchange protocol using neural cryptography with secret boundaries. 1-8 - Khalid Iqbal, Xu-Cheng Yin, Xuwang Yin, Hazrat Ali, Hong-Wei Hao:
Classifier comparison for MSER-based text classification in scene images. 1-6 - Syed A. Yusuf, David J. Brown, Alan Mackinnon, Richard Papanicolaou:
A pixel-level, intensity-based nonlinear autoregressive classifier (NARX) with chromatic exogenous input for efficient image background subtraction. 1-8 - Nabil Imam, Kyle Wecker, Jonathan Tse, Robert Karmazin, Rajit Manohar:
Neural spiking dynamics in asynchronous digital circuits. 1-8 - Mark H. Myers, Charlotte A. Joure, Carley Johnston, Aaron Canales, Akshay Padmanabha, Robert Kozma:
Spatial alignment of scalp EEG activity during cognitive tasks. 1-8 - Vehbi Calayir, Larry T. Pileggi:
Fully-digital oscillatory associative memories enabled by non-volatile logic. 1-6 - Sergey Tarasenko, Natalia Efremova:
Neural architecture for complex scene recognition based on rank-order features of IT neurons. 1-8 - Trung Le, Dat Tran, Tien Tran, Khanh Nguyen, Wanli Ma:
Fuzzy entropy semi-supervised support vector data description. 1-5 - Syed A. Yusuf, David J. Brown, Alan Mackinnon, Richard Papanicolaou:
Application of dynamic neural networks with exogenous input to industrial conditional monitoring. 1-8 - Wei Chen, Tengjiao Wang, Dongqing Yang, Kai Lei, Yueqin Liu:
Massively parallel learning of Bayesian networks with MapReduce for factor relationship analysis. 1-5 - Chien-Yuan Chiu, Brijesh K. Verma, Michael M. Li:
Impact of variability in data on accuracy and diversity of neural network based ensemble classifiers. 1-5 - Hazem M. El-Bakry, Mohamed Hamada:
Fast diagnosing of pediatric respiratory diseases by using high speed neural networks. 1-8 - Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso:
Nested-loop neural network vector control of permanent magnet synchronous motors. 1-8 - Jacqueline Christmas, Richard M. Everson, Rolando Rodriguez-Munoz, Tom Tregenza:
Variational Bayesian tracking: Whole track convergence for large-scale ecological video monitoring. 1-8 - Badong Chen, Nanning Zheng, José C. Príncipe:
Survival kernel with application to kernel adaptive filtering. 1-6 - Victor G. Lopez, Edgar N. Sánchez, Alma Y. Alanis:
Neural inverse optimal control for a linear induction motor. 1-6 - Jürgen Leitner, Simon Harding, Mikhail Frank, Alexander Förster, Jürgen Schmidhuber:
Artificial neural networks for spatial perception: Towards visual object localisation in humanoid robots. 1-7 - Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum. 1-10 - Rakesh Chalasani, José C. Príncipe, Naveen Ramakrishnan:
A fast proximal method for convolutional sparse coding. 1-5 - Philippe Smagghe, Jean-Luc Buessler, Jean-Philippe Urban:
Déjà Vu object localization using IRF neural networks properties. 1-8 - Hung-Min Hsu, Ray-I Chang, Jan-Ming Ho:
Constructing mobile-oriented catalog in m-commerce using LDA-based self-adaptive genetic algorithm. 1-7 - Kartik Audhkhasi, Osonde Osoba, Bart Kosko:
Noisy hidden Markov models for speech recognition. 1-6 - Robert Kozma, João Luís Garcia Rosa, Denis Renato de Moraes Piazentin:
Cognitive clustering algorithm for efficient cybersecurity applications. 1-8 - Ryotaro Kamimura:
Contradiction resolution with explicit and limited evaluation and its application to SOM. 1-8 - Francisco de A. T. de Carvalho, Gibson B. N. Barbosa:
Batch self-organizing maps for mixed feature-type symbolic data. 1-8 - Blake Lemoine, Anthony S. Maida:
GPU facilitated unsupervised visual feature acquisition in spiking neural networks. 1-6 - Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia:
Self-organizing retinotopic maps applied to background modeling for dynamic object segmentation in video sequences. 1-8 - Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah, Guillaume Santini:
Self-organizing trees for visualizing protein dataset. 1-8 - Harapajan Singh, Manjeevan Seera, Mohd Zaki Abdullah:
Detection and diagnosis of broken rotor bars and eccentricity faults in induction motors using the Fuzzy Min-Max neural network. 1-5 - Alma Y. Alanis, Nancy Arana-Daniel, Carlos López-Franco:
Neural-PSO second order sliding mode controller for unknown discrete-time nonlinear systems. 1-6 - Yin Song, Longbing Cao, Junfu Yin, Cheng Wang:
Extracting discriminative features for identifying abnormal sequences in one-class mode. 1-8 - Takashi Matsubara, Hiroyuki Torikai:
A novel reservoir network of asynchronous cellular automaton based neurons for MIMO neural system reproduction. 1-7 - Mario Ignacio Chacon Murguia, Graciela Ramírez Alonso, Sergio Gonzalez-Duarte:
Improvement of a neural-fuzzy motion detection vision model for complex scenario conditions. 1-8 - Christo Panchev, Antonis L. Theocharous:
A Neural Network model of the impact of political instability on tourism. 1-7 - Abbas Edalat, Federico Mancinelli:
Strong attractors of Hopfield neural networks to model attachment types and behavioural patterns. 1-10 - Iván Salgado, Oscar Camacho Nieto, Isaac Chairez, Cornelio Yáñez:
Adaptive control of discrete-time nonlinear systems by recurrent neural networks in a Quasi Sliding mode regime. 1-8 - Priyanka Bajaj, Akhil Ranjan Garg:
Dynamics of Hodgkin and Huxley model with conductance based synaptic input. 1-7 - Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio:
Investigation of four-layer multi-layer perceptron with glia connections of hidden-layer neurons. 1-6 - Raul Finker, Inés del Campo, Javier Echanobe, Faiyaz Doctor:
Multilevel adaptive neural network architecture for implementing single-chip intelligent agents on FPGAs. 1-9 - Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Qazi Mudassar Ilyas:
Learning Bayesian Network leveled-structure from support based XML frequent itemsets. 1-8 - Sivalogeswaran Ratnasingam, Antonio Robles-Kelly:
A spiking neural network for illuminant-invariant colour discrimination. 1-8 - Christian Daniel, Gerhard Neumann, Jan Peters:
Autonomous reinforcement learning with hierarchical REPS. 1-8 - Cristiano Cervellera, Danilo Macciò, Roberto Marcialis:
Function learning with local linear regression models: An analysis based on discrepancy. 1-8 - Hiroomi Hikawa:
DPLL based hardware SOM with a new winner-take-all circuit. 1-8 - Yan Zhang, Qixia Jiang, Maosong Sun:
HMeanMax: Placing HMAX and HoG into a unified framework. 1-8 - Haopeng Zhang, Qing Hui:
A new hybrid swarm optimization algorithm for power system vulnerability analysis and sensor network deployment. 1-8 - Herna L. Viktor, Eric Paquet, Jing Zhao:
Artificial neural networks for predicting 3D protein shapes from amino acid sequences. 1-8 - Fang Yu, Shin-Ying Huang, Li-ching Chiou, Rua-Huan Tsaih:
Clustering iOS executable using self-organizing maps. 1-8 - Antonello Rizzi, Francesca Possemato, Lorenzo Livi, Azzurra Sebastiani, Alessandro Giuliani, Fabio Massimo Frattale Mascioli:
A dissimilarity-based classifier for generalized sequences by a granular computing approach. 1-8 - Ashfaqur Rahman, Ritaban Dutta, Daniel V. Smith:
Exploring mineral domains with genetic algorithm. 1-8 - Michel López-Franco, Edgar N. Sánchez, Alma Y. Alanis, Carlos López-Franco:
Discrete time neural control of a nonholonomic mobile robot integrating stereo vision feedback. 1-8 - Bo Zhou, Cheng Yang, Haixiang Guo, Jinglu Hu:
A quasi-linear SVM combined with assembled SMOTE for imbalanced data classification. 1-7 - Shirin Dora, Ramaswamy Savitha, Suresh Sundaram:
A basis coupled evolving spiking neural network with afferent input neurons. 1-8 - Benhui Chen, Xuefen Hong, Lihua Duan, Jinglu Hu:
Improving multi-label classification performance by label constraints. 1-5 - Hüseyin Yigitler, Ossi Kaltiokallio, Riku Jäntti:
A management framework for device-free localization. 1-8 - Shereen Fouad, Peter Tiño:
Ordinal-based metric learning for learning using privileged information. 1-8 - Andres E. Coca, Débora C. Corrêa, Liang Zhao:
Computer-aided music composition with LSTM neural network and chaotic inspiration. 1-7 - Raimar Wagner, Markus Thom, Roland Schweiger, Günther Palm, Albrecht Rothermel:
Learning convolutional neural networks from few samples. 1-7 - David Bhowmik, Murray Shanahan:
STDP produces robust oscillatory architectures that exhibit precise collective synchronization. 1-8 - Adrien Jauffret, Caroline Grand, Nicolas Cuperlier, Philippe Gaussier, Philippe Tarroux:
How can a robot evaluate its own behavior? A neural model for self-assessment. 1-8 - Igor N. Aizenberg:
A modified error-correction learning rule for multilayer neural network with multi-valued neurons. 1-8 - Thiago Tavares, Adriano L. I. Oliveira, George G. Cabral, Sandra da Silva Mattos, Renata Grigorio:
Preprocessing unbalanced data using weighted support vector machines for prediction of heart disease in children. 1-8 - German Ignacio Parisi, Stefan Wermter:
Hierarchical SOM-based detection of novel behavior for 3D human tracking. 1-8 - Yuling Lin, Haixiang Guo, Jinglu Hu:
An SVM-based approach for stock market trend prediction. 1-7 - Sergio Davies, Terry C. Stewart, Chris Eliasmith, Steve B. Furber:
Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. 1-8 - Thomas Trappenberg:
Bubbles in the robot. 1-2 - Qunxi Dong, Bin Hu, Jianyuan Zhang, Xiaowei Li, Martyn Ratcliffe:
A study on visual attention modeling - A linear regression method based on EEG. 1-6 - Robert Kozma:
The race to new mathematics of brains and consciousness - A tribute to John G. Taylor. 1-3 - Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez:
Creation of spiking neuron models applied in pattern recognition problems. 1-8 - Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
Model ensemble for an effective on-line reconstruction of missing data in sensor networks. 1-6 - Bisser Raytchev, Yuta Kikutsugi, Ryosuke Shigenaka, Toru Tamaki, Kazufumi Kaneda:
Generic object recognition with local features: From bags to subspaces. 1-6 - Blanca S. Leon, Alma Y. Alanis, Edgar N. Sánchez, Fernando Ornelas-Tellez, Eduardo Ruiz-Velázquez:
Subcutaneous neural inverse optimal control for an Artificial Pancreas. 1-8 - Michel López-Franco, Edgar N. Sánchez, Alma Y. Alanis, Nancy Arana-Daniel:
Real-time decentralized inverse optimal neural control for a Shrimp robot. 1-7 - Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez:
Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. 1-8 - Abdel-Latief H. Abou-Ali:
Non-preemptive multi-constrain scheduling for multiprocessor with hopfield neural network. 1-6 - Jose Antonio Serra-Perez, José García Rodríguez, Sergio Orts-Escolano, Juan Manuel García Chamizo, Javier Montoyo-Bojo, Anastassia Angelopoulou, Alexandra Psarrou, Markos Mentzelopoulos, Andrew Lewis:
3D gesture recognition with growing neural gas. 1-8 - Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu:
Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration. 1-7 - Mikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen Angelov:
Incremental anomaly identification by adapted SVM method. 1-7 - Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli:
Analog system modeling based on a double modified complex valued neural network. 1-8 - Tianfeng Shang, Qing He, Fuzhen Zhuang, Zhongzhi Shi:
Extreme Learning Machine combining matrix factorization for collaborative filtering. 1-8 - Dhiya Al-Jumeily, Abir Jaafar Hussain, Haya Alaskar:
Recurrent neural networks inspired by artificial Immune algorithm for time series prediction. 1-8 - Wei Cao, Longbing Cao, Yin Song:
Coupled market behavior based financial crisis detection. 1-8 - Sébastien Hélie:
Towards a unified neurobiological theory of creative problem solving. 1-8 - Kyungmin Su, Kay A. Robbins:
A framework for content-based retrieval of EEG with applications to neuroscience and beyond. 1-8 - Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez:
Human behaviour recognition based on trajectory analysis using neural networks. 1-7 - Samuele Salti, Alioscia Petrelli, Federico Tombari, Nicola Fioraio, Luigi Di Stefano:
A traffic sign detection pipeline based on interest region extraction. 1-7 - Gul Muhammad Khan, Atif Rashid Khattak, Faheem Zafari, Sahibzada Ali Mahmud:
Electrical load forecasting using fast learning recurrent neural networks. 1-6 - Siamak Mehrkanoon, Johan A. K. Suykens:
Non-parallel semi-supervised classification based on kernel spectral clustering. 1-8 - Daniel S. Levine:
In search of the brain's executive. 1-5 - Chin Hiong Tan, Huajin Tang, Eng Yeow Cheu, Jun Hu:
A computationally efficient associative memory model of hippocampus CA3 by spiking neurons. 1-8 - Nils Meins, Sven Magg, Stefan Wermter:
Neural Hopfield-ensemble for multi-class head pose detection. 1-8 - Nicoleta Rogovschi, Lazhar Labiod, Mohamed Nadif:
A topographical nonnegative matrix factorization algorithm. 1-6 - William Koch, Yan Meng, Munish Shah, Wei Chang, Xiaojun Yu:
Predicting nerve guidance conduit performance for peripheral nerve regeneration using bootstrap aggregated neural networks. 1-7 - Filipe Alves Neto Verri, Liang Zhao:
High level data classification based on network entropy. 1-5 - Pitoyo Hartono, Thomas Trappenberg:
Classificability-regulated self-organizing map using restricted RBF. 1-5 - Mandy Lange, Marika Kästner, Thomas Villmann:
About analysis and robust classification of searchlight fMRI-data using machine learning classifiers. 1-8 - A. Ravishankar Rao, Guillermo A. Cecchi:
Multi-sensory integration using sparse spatio-temporal encoding. 1-8 - Giampaolo L. Libralon, Roseli A. Francelin Romero:
Geometrical facial modeling for emotion recognition. 1-8 - Xerxes D. Arsiwalla, Paul F. M. J. Verschure:
Integrated information for large complex networks. 1-7 - Ashfaqur Rahman, Brijesh K. Verma:
Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm. 1-6 - Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou, José García Rodríguez:
A semi-parametric approach for football video annotation. 1-7 - Farhan Dawood, Chu Kiong Loo, Wei Hong Chin:
Incremental on-line learning of human motion using Gaussian adaptive resonance hidden Markov model. 1-7 - Hanen Chenini, Jean-Pierre Dérutin, Thierry Tixier:
Fast parking control of mobile robot based on multi-layer neural network on homogeneous architecture. 1-10 - Keith Anderson, Khan M. Iftekharuddin:
Learning topological image transforms using cellular simultaneous recurrent networks. 1-9 - D. Slavin, M. A. Abou-Nasr, Dimitar P. Filev, Ilya V. Kolmanovsky:
Empirical modeling of vehicle fuel economy based on historical data. 1-6 - Yozo Suzuki, Masaki Kobayashi:
Complex-valued bidirectional auto-associative memory. 1-7 - Paris A. Mastorocostas, Constantinos S. Hilas, Dimitris N. Varsamis, Stergiani C. Dova:
A telecommunications call volume forecasting system based on a recurrent fuzzy neural network. 1-6 - Anuradha Saha, Amit Konar, Pratyusha Rakshit, Anca L. Ralescu, Atulya K. Nagar:
Olfaction recognition by EEG analysis using differential evolution induced Hopfield neural net. 1-8 - Kelly J. Gurubel, Edgar N. Sánchez, Salvador Carlos-Hernandez:
Neuro-fuzzy control strategy for methane production in an anaerobic process. 1-8 - Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao:
Robust image representation and decomposition by Laplacian regularized latent low-rank representation. 1-7 - Jerry B. Ahn:
Extension of neuron machine neurocomputing architecture for spiking neural networks. 1-8 - Qianyu Zhang, Ashfaqur Rahman, Claire D'Este:
Impute vs. Ignore: Missing values for prediction. 1-8 - Gürsel Serpen, Jiakai Li, Linqian Liu, Zhenning Gao:
WSN-ANN: Parallel and distributed neurocomputing with wireless sensor networks. 1-8 - Mohamed Farouk Abdel Hady, Rania Ibrahim, Ahmed Ashour:
Domain adaptation for cross-lingual query classification using search query logs and document classification. 1-8 - Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Marine Clogenson:
Biologically inspired intensity and range image feature extraction. 1-8 - Narutoshi Horimoto, Toshimichi Saito:
Analysis of various transient phenomena and co-existing periodic spike-trains in simple digital spike maps. 1-8 - Roberta A. de A. Fagundes, Ricardo J. A. Queiroz Filho, Renata M. C. R. de Souza, Francisco José de A. Cysneiros:
An interval nonparametric regression method. 1-7 - M. Dolores Pérez-Godoy, Antonio J. Rivera, María José del Jesus, Francisco Martínez:
A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments. 1-8 - Ognjen Arandjelovic:
Discriminative k-means clustering. 1-7 - Robert Capo, Karl B. Dyer, Robi Polikar:
Active learning in nonstationary environments. 1-8 - Rocco Langone, Raghvendra Mall, Johan A. K. Suykens:
Soft kernel spectral clustering. 1-8 - Srikanta Pal, Alireza Alaei, Umapada Pal, Michael Blumenstein:
Off-line Bangla signature verification: An empirical study. 1-7 - Islam El-Nabarawy, Ashraf M. Abdelbar, Donald C. Wunsch:
Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. 1-7 - James Ting-Ho Lo, Yichuan Gui, Yun Peng:
Overcoming the local-minimum problem in training multilayer perceptrons by gradual deconvexification. 1-6 - Komalpreet Kaur, Manish Wadhwa, E. K. Park:
Detection and identification of seismic P-Waves using Artificial Neural Networks. 1-6 - Shin-Fu Wu, Shie-Jue Lee:
Multi-valued neuron with new learning schemes. 1-7 - Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa:
Clustering the self-organizing map through the identification of core neuron regions. 1-8 - Mojtaba Solgi, Juyang Weng:
Stereo where-what networks: Unsupervised binocular feature learning. 1-8 - Hao Xu, Sarangapani Jagannathan:
Neural network based finite horizon stochastic optimal controller design for nonlinear networked control systems. 1-7 - Rosha Pokharel, Sohan Seth, José C. Príncipe:
Mixture kernel least mean square. 1-7 - Aditi S. Godbole, Kanishka Tyagi, Michael T. Manry:
Neural decision directed segmentation of silicon defects. 1-8 - Rohit Rawat, Jignesh K. Patel, Michael T. Manry:
Minimizing validation error with respect to network size and number of training epochs. 1-7 - Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei:
Incorporating approximate dynamic programming-based parameter tuning into PD-type virtual inertia control of DFIGs. 1-8 - Koichiro Yamauchi:
An importance weighted projection method for incremental learning under unstationary environments. 1-9 - Yihui Wu, Yulong Liu, Jianmin Li, Huaping Liu, Xiaolin Hu:
Traffic sign detection based on convolutional neural networks. 1-7 - B. Chandra, Kuppili Venkata Naresh Babu:
A new spiking neuron model. 1-5 - Chul Sung, Jongwook Woo, Matthew Goodman, Todd Huffman, Yoonsuck Choe:
Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data. 1-7 - G. Sateesh Babu, Suresh Sundaram, B. S. Mahanand:
Meta-cognitive q-Gaussian RBF network for binary classification: Application to mild cognitive impairment (MCI). 1-8 - David Roclin, Olivier Bichler, Christian Gamrat, Simon J. Thorpe, Jacques-Olivier Klein:
Design study of efficient digital order-based STDP neuron implementations for extracting temporal features. 1-7 - Chris Yakopcic, Tarek M. Taha:
Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. 1-8 - Andrew S. Cassidy, Paul Merolla, John V. Arthur, Steven K. Esser, Bryan L. Jackson, Rodrigo Alvarez-Icaza, Pallab Datta, Jun Sawada, Theodore M. Wong, Vitaly Feldman, Arnon Amir, Daniel Ben Dayan Rubin, Filipp Akopyan, Emmett McQuinn, William P. Risk, Dharmendra S. Modha:
Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores. 1-10 - Vaibhav Gandhi, Thomas Martin McGinnity:
Quantum neural network based surface EMG signal filtering for control of robotic hand. 1-7 - Evangelos Stromatias, Francesco Galluppi, Cameron Patterson, Steve B. Furber:
Power analysis of large-scale, real-time neural networks on SpiNNaker. 1-8 - George M. Georgiou, Kerstin Voigt:
Self-organizing maps with a single neuron. 1-6 - Tuan Hoang, Dat Tran, Xu Huang, Wanli Ma:
A general aggregate model for improving multi-class brain-computer interface systems' performance. 1-5 - Colin James:
Recent advances in algorithmic learning theory of the Kanban cell neuron network. 1-6 - Vilen Jumutc, Xiaolin Huang, Johan A. K. Suykens:
Fixed-size Pegasos for hinge and pinball loss SVM. 1-7 - Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella:
A support vector machine classifier from a bit-constrained, sparse and localized hypothesis space. 1-10 - Gangyi Wang, Guanghui Ren, Zhilu Wu, Yaqin Zhao, Lihui Jiang:
A hierarchical method for traffic sign classification with support vector machines. 1-6 - Jesus Soto, Patricia Melin, Oscar Castillo:
Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. 1-6 - Thomas Pfeil, Anne-Christine Scherzer, Johannes Schemmel, Karlheinz Meier:
Neuromorphic learning towards nano second precision. 1-5 - Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos:
Kernel-based distance metric learning in the output space. 1-8 - Jia Wu, Zhihua Cai, Sanyou Zeng, Xingquan Zhu:
Artificial immune system for attribute weighted Naive Bayes classification. 1-8 - Bilzã Araújo, Liang Zhao:
Detecting and labeling representative nodes for network-based semi-supervised learning. 1-8 - Oliver W. Layton, N. Andrew Browning:
The simultaneous coding of heading and path in primate MSTd. 1-8 - Dalia Rodríguez-Salas, Pilar Gómez-Gil, J. Arturo Olvera-López:
Designing partially-connected, multilayer perceptron neural nets through information gain. 1-5 - Domenico Labate, Isabella Palamara, Nadia Mammone, Giuseppe Morabito, Fabio La Foresta, Francesco Carlo Morabito:
SVM classification of epileptic EEG recordings through multiscale permutation entropy. 1-5 - KyungHyun Cho, Tapani Raiko, Alexander Ilin:
Gaussian-Bernoulli deep Boltzmann machine. 1-7 - Qin Feng, Daqi Gao:
Iterative learning of Fisher linear discriminants for handwritten digit recognition. 1-6 - Paolo Arena, Giuseppe Di Mauro, Tammo Krause, Luca Patané, Roland Strauss:
A spiking network for body size learning inspired by the fruit fly. 1-7 - Markus Mathias, Radu Timofte, Rodrigo Benenson, Luc Van Gool:
Traffic sign recognition - How far are we from the solution? 1-8 - Yingwei Yu, Cliff Kelley, Irina Mardanova:
Bio-inspired orientation analysis for seismic image. 1-5 - Raqibul Hasan, Tarek M. Taha:
Routing bandwidth model for feed forward neural networks on multicore neuromorphic architectures. 1-8 - Jun Hu, Huajin Tang, Kay Chen Tan:
A hierarchical organized memory model using spiking neurons. 1-6 - Francisco Panuncio Cruz, Wen Yu:
Robust feedback passivity via dynamic neural networks. 1-6 - Zelin Tang, Furao Shen, Jinxi Zhao:
Speaker recognition based on SOINN and incremental learning Gaussian mixture model. 1-6 - Arthur F. M. Sousa, Ricardo B. C. Prudêncio, Carlos Soares, Teresa Bernarda Ludermir:
Active selection of training instances for a random forest meta-learner. 1-7 - Leif Johnson, Joseph L. Cooper, Dana H. Ballard:
Unified losses for multi-modal pose coding and regression. 1-8 - Simona Doboli, Matthew Jacques, Ali A. Minai, Paul B. Paulus, Runa M. Korde, Alex Doboli:
Modeling the effect of hint timing on the idea generation process. 1-8 - Jorge López Lázaro, José R. Dorronsoro:
The convergence rate of linearly separable SMO. 1-7 - Punya Murthy Chinta, Balamurugan P., Shirish K. Shevade, M. Narasimha Murty:
Optimizing F-measure with non-convex loss and sparse linear classifiers. 1-8 - Gregory Ditzler, Gail Rosen, Robi Polikar:
Incremental learning of new classes from unbalanced data. 1-8 - Paolo Arena, Sergio Caccamo, Luca Patané, Roland Strauss:
A computational model for motor learning in insects. 1-8 - Xin Cheng, Duoqian Miao, Can Wang, Longbing Cao:
Coupled term-term relation analysis for document clustering. 1-8 - Péricles B. C. de Miranda, Ricardo B. C. Prudêncio:
Active testing for SVM parameter selection. 1-8 - Bruno Apolloni:
Toward a cooperative brain: Continuing the work with John Taylor. 1-5 - Martina Mueller, Carol C. Wagner, Romesh Stanislaus, Jonas S. Almeida:
Machine learning to predict extubation outcome in premature infants. 1-6 - Upendra Kumar Singh, Vineet Padmanabhan, Arun Agarwal:
A novel method for training and classification of ballistic and quasi-ballistic missiles in real-time. 1-8 - Joacir Marques de Oliveira, Eulanda Miranda dos Santos, José Reginaldo Hughes Carvalho, Leyne Abuim de Vasconcelos Marques:
Ensemble of heterogeneous classifiers applied to lithofacies classification using logs from different wells. 1-6 - Hirotaka Inoue, Yudai Umemoto:
Incremental learning using self-organizing neural grove. 1-5 - Fernando Pintro, Anne M. P. Canuto, Michael C. Fairhurst:
Using genetic algorithms and ensemble systems in online cancellable signature recognition. 1-8 - Jacques-Henri Sublemontier:
Unsupervised collaborative boosting of clustering: An unifying framework for multi-view clustering, multiple consensus clusterings and alternative clustering. 1-8 - Kan Li, Badong Chen, José C. Príncipe:
Kernel adaptive filtering with confidence intervals. 1-6 - Sumith Matharage, Hiran Ganegedara, Damminda Alahakoon:
A scalable and dynamic self-organizing map for clustering large volumes of text data. 1-8 - Takuya Chino, Yuko Osana:
Chaotic complex-valued multidirectional associative memory with adaptive scaling factor. 1-8 - Marek Grzes, Jesse Hoey:
On the convergence of techniques that improve value iteration. 1-8 - Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips:
Intelligent speed profile prediction on urban traffic networks with machine learning. 1-7 - Mojtaba Sedigh Fazli, Jean-Fabrice Lebraty:
A comparative study on forecasting polyester chips prices for 15 days, using different hybrid intelligent systems. 1-7 - Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi:
Epidemiological dynamics modeling by fusion of soft computing techniques. 1-8 - Zheng Shou, Yuhao Zhang, Hengjin Cai:
A study of transformation-invariances of deep belief networks. 1-8 - Shu Tian, Xu-Cheng Yin, Xi Xu, Hong-Wei Hao:
Transfer learning based compressive tracking. 1-7 - Francesca Possemato, Antonello Rizzi:
Automatic text categorization by a Granular Computing approach: Facing unbalanced data sets. 1-8 - Fahad H. Al-Qahtani, Sven F. Crone:
Multivariate k-nearest neighbour regression for time series data - A novel algorithm for forecasting UK electricity demand. 1-8 - Dhiya Al-Jumeily, Abir Jaafar Hussain, Haya Alaskar:
Recurrent neural networks inspired by artificial immune algorithm for time series prediction. 1-8 - Madalina M. Drugan, Ann Nowé:
Designing multi-objective multi-armed bandits algorithms: A study. 1-8 - Fabricio A. Breve:
Active semi-supervised learning using particle competition and cooperation in networks. 1-6 - Marcos G. Quiles, Ezequiel R. Zorzal, Elbert E. N. Macau:
A dynamical model for community detection in complex networks. 1-8 - Christophe Salperwyck, Vincent Lemaire:
Incremental decision tree based on order statistics. 1-8 - Shuo Wang, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tiño, Xin Yao:
Concept drift detection for online class imbalance learning. 1-10 - Vigneshwaran Senthilvel, B. S. Mahanand, Suresh Sundaram, Ramaswamy Savitha:
Autism spectrum disorder detection using projection based learning meta-cognitive RBF network. 1-8 - Gangyi Wang, Guanghui Ren, Zhilu Wu, Yaqin Zhao, Lihui Jiang:
A robust, coarse-to-fine traffic sign detection method. 1-5 - Jilliam M. Diaz Barros, Jairo A. Cardona Pena:
Intelligent determination for readmission of postoperative patients in ambulatory surgery. 1-8 - Saima Hassan, Abbas Khosravi, Jafreezal Jaafar:
Neural network ensemble: Evaluation of aggregation algorithms in electricity demand forecasting. 1-6 - Zihao Zhou, Mayank Kejriwal, Risto Miikkulainen:
Extended scaled neural predictor for improved branch prediction. 1-7 - Guyue Mi, Pengtao Zhang, Ying Tan:
Feature construction approach for email categorization based on term space partition. 1-8 - Piotr Suszynski, Pawel Wawrzynski:
Learning population of spiking neural networks with perturbation of conductances. 1-6 - Shota Kirikawa, Toshimichi Saito:
Bifurcation phenomena of simple pulse-coupled spiking neuron models with filtered base signal. 1-8 - Ming Liang, Mingyi Yuan, Xiaolin Hu, Jianmin Li, Huaping Liu:
Traffic sign detection by ROI extraction and histogram features-based recognition. 1-8 - Yiming Peng, Shaoning Pang, Gang Chen, Abdolhossein Sarrafzadeh, Tao Ban, Daisuke Inoue:
Chunk incremental IDR/QR LDA learning. 1-8 - Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor:
Active learning of causal Bayesian networks using ontologies: A case study. 1-8 - Thomas Guthier, Volker Willert, Andrea Schnall, Karel Kreuter, Julian Eggert:
Non-negative sparse coding for motion extraction. 1-8 - Shuhei Kimura, Masanao Sato, Mariko Okada-Hatakeyama:
Development of an efficient parameter estimation method for the inference of Vohradský's neural network models of genetic networks. 1-6 - Juan R. Castro, Oscar Castillo:
A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. 1-6 - Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr.:
Characterization measures of ensemble systems using a meta-learning approach. 1-8 - Suhas E. Chelian, Narayan Srinivasa:
A spiking thalamus model for form and motion processing of images. 1-6 - Rohitash Chandra:
Adaptive problem decomposition in cooperative coevolution of recurrent networks for time series prediction. 1-8 - Thomas Sharp, Steve B. Furber:
Correctness and performance of the SpiNNaker architecture. 1-8 - Zhicheng Yan, Yizhou Yu:
Sparse similarity matrix learning for visual object retrieval. 1-8 - Bo Li, Jin Liu, Zhong-Qiu Zhao, Wensheng Zhang:
Locally linear representation Fisher criterion. 1-7 - Mark Eastwood, Chrisina Jayne:
Restricted Boltzmann machines for pre-training deep Gaussian networks. 1-8 - Hao Liu, Masahito Kurihara, Satoshi Oyama, Haruhiko Sato:
An incremental self-organizing neural network based on enhanced competitive Hebbian learning. 1-8 - Tuve Löfström, Ulf Johansson, Henrik Boström:
Effective utilization of data in inductive conformal prediction using ensembles of neural networks. 1-8 - Feng Ji, Hai (Helen) Li, Bryant T. Wysocki, Clare Thiem, Nathan R. McDonald:
Memristor-based synapse design and a case study in reconfigurable systems. 1-6 - Xiaofeng Lin, Nuyun Cao, Yuzhang Lin:
Neural network based finite horizon optimal control for a class of nonlinear systems with state delay and control constraints. 1-6 - Flavia R. B. Araújo, Hansenclever de F. Bassani, Aluízio F. R. Araújo:
Learning vector quantization with local adaptive weighting for relevance determination in Genome-Wide association studies. 1-8 - Lorenzo Livi, Filippo Maria Bianchi, Antonello Rizzi, Alireza Sadeghian:
Dissimilarity space embedding of labeled graphs by a clustering-based compression procedure. 1-8 - Karthikeyan Balasubramaniam, Ganesh Kumar Venayagamoorthy, Neville Watson:
Cellular neural network based situational awareness system for power grids. 1-8 - Xiangnan Zhong, Haibo He, Danil V. Prokhorov:
Robust controller design of continuous-time nonlinear system using neural network. 1-8 - Juan Diego Sanchez-Torres, Edgar N. Sánchez, Alexander G. Loukianov:
Recurrent neural networks with fixed time convergence for linear and quadratic programming. 1-5 - Fillipe M. Rodrigues, Araken de Medeiros Santos, Anne M. P. Canuto:
Using confidence values in multi-label classification problems with semi-supervised learning. 1-8 - Masatoshi Minakawa, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda:
Image sequence recognition with active learning using uncertainty sampling. 1-6 - Zhao Zhang, Cheng-Lin Liu, Ming-Bo Zhao:
Handwriting representation and recognition through a sparse projection and low-rank recovery framework. 1-8 - Ernst M. Kussul, Tatiana Baidyk, Cristina Conde, Isaac Martín de Diego, Enrique Cabello:
Face recognition improvement with distortions of images in training set. 1-6 - Iveta Mrázová, Josef Pihera, Jana Velemínská:
Can N-dimensional convolutional neural networks distinguish men and women better than humans do? 1-8 - Thomas Lampe, Martin A. Riedmiller:
Acquiring visual servoing reaching and grasping skills using neural reinforcement learning. 1-8 - Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu:
Incremental learning from several different microarrays. 1-7 - Sepehr Jalali, Paul J. Seekings, Cheston Tan, Aiswarya Ratheesh, Joo-Hwee Lim, Elizabeth A. Taylor:
The use of optical and sonar images in the human and dolphin brain for image classification. 1-8 - Mousmita Sarma, Kandarpa Kumar Sarma:
Speaker identification model for Assamese language using a neural framework. 1-7 - Ana Silva, Cristina P. Santos:
Modeling disinhibition within a layered structure of the LGMD neuron. 1-7 - Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Rocco Langone, Johan A. K. Suykens, Germán Castellanos-Domínguez:
Kernel spectral clustering for dynamic data using multiple kernel learning. 1-6 - Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression. 1-8 - Dingran Lu, Xiao-Hua Yu:
Multi-circle detection for bladder cancer diagnosis based on artificial immune systems. 1-7 - Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez:
Fine-tuning of the SOMkNN classifier. 1-7 - Songyun Xie, Fangshi Zhu, Klaus Obermayer, Petra Ritter, Linan Wang:
A spatial selective visual attention pattern recognition method based on joint short SSVEP. 1-7 - Luciano D. S. Pacífico, Teresa Bernarda Ludermir:
Evolutionary extreme learning machine based on particle swarm optimization and clustering strategies. 1-6 - Tan Vo, Dat Tran, Wanli Ma:
Object recognition in a context-aware application. 1-8 - Wentao Fan, Nizar Bouguila:
Variational learning of finite Beta-Liouville mixture models using component splitting. 1-8 - Agostino Gibaldi, Andrea Canessa, Manuela Chessa, Fabio Solari, Silvio P. Sabatini:
Population coding for a reward-modulated Hebbian learning of vergence control. 1-8 - Yara Rizk, Nicholas Mitri, Mariette Awad:
A local mixture based SVM for an efficient supervised binary classification. 1-8 - Cesare Alippi, Li Bu, Dongbin Zhao:
A prior-free encode-decode change detection test to inspect datastreams for concept drift. 1-6 - David Santillán Sánchez, Jesús Fraile-Ardanuy, Miguel Ángel Toledo Municio:
Dam seepage analysis based on artificial neural networks: The hysteresis phenomenon. 1-8 - Youlu Xing, Furao Shen, Jinxi Zhao:
A perception evolution network for unsupervised fast incremental learning. 1-8 - V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti:
Metaclasses and zoning for handwritten document recognition. 1-5 - Deli Pei, Huaping Liu, Yulong Liu, Fuchun Sun:
Unsupervised multimodal feature learning for semantic image segmentation. 1-6 - Jorge D. Rios, Alma Y. Alanis, Jorge Rivera, Miguel Hernández-González:
Real-time discrete neural identifier for a linear induction motor using a dSPACE DS1104 board. 1-6 - Qian Liu, Cameron Patterson, Steve B. Furber, Zhangqin Huang, Yibin Hou, Huibing Zhang:
Modeling populations of spiking neurons for fine timing sound localization. 1-8 - Andreas Lang, Kenneth O. Stanley:
NeuroEvolutionary meta-optimization. 1-8 - Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou, Gaurav Gupta, Markos Mentzelopoulos:
Adaptive learning in motion analysis with self-organising maps. 1-7 - Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Infrared face recognition: A literature review. 1-10 - Vitor B. Azevedo, Alberto F. De Souza, Lucas de Paula Veronese, Claudine Badue, Mariella Berger:
Real-time road surface mapping using stereo matching, v-disparity and machine learning. 1-8 - David C. Reid, Abir Jaafar Hussain, Hissam Tawfik:
Spiking neural networks for financial data prediction. 1-10 - Paolo Arena, Salvatore Maceo, Luca Patané, Roland Strauss:
A spiking network for spatial memory formation: Towards a fly-inspired ellipsoid body model. 1-6 - Pedro Henrique Gouvêa Coelho, Luiz Biondi Neto:
Neural equalizer trained by the artificial immune system learning algorithm. 1-4 - Guyue Mi, Pengtao Zhang, Ying Tan:
A multi-resolution-concentration based feature construction approach for spam filtering. 1-8 - Sergio Lew, Hernan G. Rey, B. Silvano Zanutto:
Neuronal mechanisms underlying exploration-exploitation strategies in operant learning. 1-6 - Patrick C. Connor, Thomas Trappenberg:
Biologically plausible feature selection through relative correlation. 1-8 - Wei Wang, Bin Hu, Zhijun Yao, Mike Jackson, Ruiyue Liu, Chuanjiang Liang:
Dysfunctional neural activity and connection patterns in attention deficit hyperactivity disorder: A resting state fMRI study. 1-6 - Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao:
Application of string kernel based support vector machine for malware packer identification. 1-8 - Jiqian Liu, Caixia Zhang, Yunde Jia:
Structural information processing in early vision using Hebbian-based mean shift. 1-6 - Mohammad Abu Jami'in, Imam Sutrisno, Jinglu Hu:
Deep searching for parameter estimation of the linear time invariant (LTI) system by using Quasi-ARX neural network. 1-5 - Mohammed I. Abouheaf, Frank L. Lewis:
Approximate dynamic programming solutions of multi-agent graphical games using actor-critic network structures. 1-8 - Cristian Rodrìguez Rivero, Julián A. Pucheta, Hector D. Patiño, Josef Baumgartner, Sergio Laboret, Vìctor Sauchelli:
Analysis of a Gaussian process and feed-forward neural networks based filter for forecasting short rainfall time series. 1-6 - Tao Zhu, Furao Shen, Jinxi Zhao:
An incremental learning face recognition system for single sample per person. 1-6 - Yasin I. Rosowsky, Robert E. Smith:
Rejection based support vector machines for financial time series forecasting. 1-7 - Ming-Bo Zhao, Zhao Zhang, Zhao Zhang:
Learning from local and global discriminative information for semi-supervised dimensionality reduction. 1-8 - A. Ravishankar Rao, Guillermo A. Cecchi:
Capacity limits in oscillatory networks: Implications for sensory coding. 1-8 - Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg:
Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality. 1-8 - Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren:
Diversity in task decomposition: A strategy for combining mixtures of experts. 1-5 - Youwei Zheng, Lars Schwabe:
Shaping synaptic learning by the duration of the postsynaptic action potential. 1-5 - Alexander Grushin, Derek Monner, James A. Reggia, Ajay Mishra:
Robust human action recognition via long short-term memory. 1-8 - M. R. Amin-Naseri, Ehsan Ardjmand, Gary R. Weckman:
Training the feedforward neural network using unconscious search. 1-7 - Vehbi Calayir, Tom Jackson, Augusto Tazzoli, Gianluca Piazza, Larry T. Pileggi:
Neurocomputing and associative memories based on ovenized aluminum nitride resonators. 1-8 - Daijiro Aoki, Toshiaki Omori, Seiichi Ozawa:
A robust incremental principal component analysis for feature extraction from stream data with missing values. 1-8 - Lei Meng, Ah-Hwee Tan, Donald C. Wunsch:
Vigilance adaptation in adaptive resonance theory. 1-7 - Ulf Johansson, Tuve Löfström, Henrik Boström:
Random brains. 1-8 - Stephen Grossberg:
Behavioral economics and neuroeconomics: Cooperation, competition, preference, and decision making. 1-5 - Lin Chang, Yu Chong-xiu:
Modified self-organizing mixture network for probability density estimation and classification. 1-6 - Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon:
Brain-inspired self-organizing model for incremental learning. 1-8 - Francisco J. Maldonado, Stephen Oonk:
Self-learning and neural network adaptation by embedded collaborative learning engine (eCLE) - An overview. 1-8 - Sebastian Houben, Johannes Stallkamp, Jan Salmen, Marc Schlipsing, Christian Igel:
Detection of traffic signs in real-world images: The German traffic sign detection benchmark. 1-8 - Marco Antonelli, Angel Juan Duran, Angel P. del Pobil:
Application of the visuo-oculomotor transformation to ballistic and visually-guided eye movements. 1-8 - Jean-Charles Lamirel:
Dealing with highly imbalanced textual data gathered into similar classes. 1-7 - Kristofor D. Carlson, Micah Richert, Nikil D. Dutt, Jeffrey L. Krichmar:
Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks. 1-8 - Laurent Candillier, Vincent Lemaire:
Active learning in the real-world design and analysis of the Nomao challenge. 1-8 - Pingping Zhu, José C. Príncipe:
Analysis on extended kernel recursive least squares algorithm. 1-4 - Peng Cao, Dazhe Zhao, Osmar R. Zaïane:
Measure optimized wrapper framework for multi-class imbalanced data learning: An empirical study. 1-8 - Eric S. Kuebler, Elise Bonnema, James McCorriston, Jean-Philippe Thivierge:
Stimulus discrimination in networks of spiking neurons. 1-8 - Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon:
On the role of shape prototypes in hierarchical models of vision. 1-6 - Ola Amayri, Nizar Bouguila:
Online news topic detection and tracking via localized feature selection. 1-8 - Vishwanathan Mohan, Giulio Sandini, Pietro Morasso:
On the interplay between "learning, memory, prospection and abstraction" in cumulatively learning baby humanoids. 1-10 - Shizhun Yang, Chenping Hou, Changshui Zhang, Yi Wu, Shifeng Weng:
Robust non-negative matrix factorization via joint sparse and graph regularization. 1-5 - Yoichi Hayashi, Ryusuke Sato, Sushmita Mitra:
A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm. 1-7 - Chao-Hui Huang:
Pose estimation for vertebral mobility analysis using eXclusive-ICA based boosting (XICABoost) algorithm. 1-5 - Trung Le, Dat Tran, Van Nguyen, Wanli Ma:
Maximal margin learning vector quantisation. 1-6 - Mohamad Ghassany, Nistor Grozavu, Younès Bennani:
Collaborative multi-view clustering. 1-8 - Stephen Grossberg:
John Taylor, learning, attention, and consciousness. 1-3 - Dao Lam, Donald C. Wunsch:
Unsupervised feature learning classification using an extreme learning machine. 1-5 - Chi-Chung Cheung, Andrew K. Lui, Sean Shensheng Xu:
Solving the local minimum and flat-spot problem by modifying wrong outputs for feed-forward neural networks. 1-7 - Hiroshi Ninomiya:
Dynamic sample size selection based quasi-Newton training for highly nonlinear function approximation using multilayer neural networks. 1-6 - Leonid I. Perlovsky, N. Masataka, Michel Cabanac:
Is cognitive dissonance compatible with human evolution? 1-3 - Min Han, Xinying Wang:
Robust neural predictor for noisy chaotic time series prediction. 1-5 - Botond Bocsi, Lehel Csató, Jan Peters:
Alignment-based transfer learning for robot models. 1-7 - Mashud Rana, Irena Koprinska, Abbas Khosravi, Vassilios G. Agelidis:
Prediction intervals for electricity load forecasting using neural networks. 1-8 - Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya:
Autonomous reinforcement of behavioral sequences in neural dynamics. 1-8 - Junchao Lv, Qiang Wang, Joshua Zhexue Huang:
A hybrid optimization method for acceleration of building linear classification models. 1-8 - Ming-Bo Zhao, Zhao Zhang, Zhao Zhang:
A soft label based linear discriminant analysis for semi-supervised dimensionality reduction. 1-8 - Ivo Grondman, Hao Xu, Sarangapani Jagannathan, Robert Babuska:
Solutions to finite horizon cost problems using actor-critic reinforcement learning. 1-7 - Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, Francisco Martínez-Álvarez:
Combining pattern sequence similarity with neural networks for forecasting electricity demand time series. 1-8 - João Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonçalves:
A comparative analysis of dissimilarity measures for clustering categorical data. 1-8 - How Jing, Yu Tsao:
Sparse maximum entropy deep belief nets. 1-6 - Jorge Dávila-Chacón, Sven Magg, Jindong Liu, Stefan Wermter:
Neural and statistical processing of spatial cues for sound source localisation. 1-8 - Christophe Tremblay, M. Dorville, K. Myers Stewart, Sylvain Chartier:
Spreading activation and sparseness in a bidirectional associative memory. 1-7 - Sara Ghanavati, Jemal H. Abawajy, Davood Izadi:
A fuzzy technique to control congestion in WSN. 1-5 - Nizar Ajeeb, Ammar Nayal, Mariette Awad:
Minority SVM for linearly separable imbalanced datasets. 1-5 - Guoqiang Xu, Furao Shen, Jinxi Zhao:
The effect of methods addressing the class imbalance problem on P300 detection. 1-5 - Zhao Zhang, Ming-Bo Zhao, Bing Li, Peng Tang:
ColorPCA: Color principal feature extraction technique for color image reconstruction and recognition. 1-7 - Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu:
A new fast learning algorithm with promising global convergence capability for feed-forward neural networks. 1-6 - Michiel Boes, Damiano Oldoni, Bert De Coensel, Dick Botteldooren:
A biologically inspired recurrent neural network for sound source recognition incorporating auditory attention. 1-8 - Arash Marzi, Elham Marzi, Hosein Marzi:
Achieving CO2 emission targets for energy consumption at Canadian manufacturing and beyond; using hybrid optimization model. 1-5 - Laurence Morissette, Sylvain Chartier:
FEBAMSOM-BAM∗: Neural network model of human categorization of the N-bits parity problem. 1-5 - Horacio Emilio Pérez Sánchez, Ginés D. Guerrero, José M. García, Jorge Peña-García, José M. Cecilia, Gaspar Cano, Sergio Orts-Escolano, José García Rodríguez:
Improving drug discovery using a neural networks based parallel scoring function. 1-5 - Mathieu Lefort, Yann Boniface, Bernard Girau:
SOMMA: Cortically inspired paradigms for multimodal processing. 1-8 - Alexander D. Rast, Johannes Partzsch, Christian Mayr, Johannes Schemmel, Stefan Hartmann, Luis A. Plana, Steve Temple, David R. Lester, René Schüffny, Steve B. Furber:
A location-independent direct link neuromorphic interface. 1-8 - Timur Chabuk, James A. Reggia:
The added value of gating in evolved neurocontrollers. 1-8 - Jia Wu, Zhihua Cai, Xingquan Zhu:
Self-adaptive probability estimation for Naive Bayes classification. 1-8 - Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean:
Exploring the design space of specialized multicore neural processors. 1-8 - Wentao Fan, Nizar Bouguila:
Unsupervised feature selection for proportional data clustering via expectation propagation. 1-8 - Marco Frasca, Giulio Pavesi:
A neural network based algorithm for gene expression prediction from chromatin structure. 1-8 - Innocent Sizo Duma, Bhekisipho Twala, Tshilidzi Marwala:
Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization. 1-10 - Qiming Zhao, Hao Xu, Travis Dierks, Sarangapani Jagannathan:
Finite-horizon neural network-based optimal control design for affine nonlinear continuous-time systems. 1-6 - Jongmin Lee, Pingping Zhu, José C. Príncipe:
A parameter-free kernel design based on cumulative distribution function for correntropy. 1-5 - Zejia Zheng, Kui Qian, Juyang Weng, Zhengyou Zhang:
Modeling the effects of neuromodulation on internal brain areas: Serotonin and dopamine. 1-8 - Sheng Y. Lundquist, Dylan M. Paiton, Brennan M. Nowers, Peter F. Schultz, Steven P. Brumby, Anders M. Jorgensen, Garrett T. Kenyon:
Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication. 1-9 - Saed Hussain, Maizura Mokhtar, Joe M. Howe:
Aircraft sensor estimation for fault tolerant flight control system using fully connected cascade neural network. 1-8 - Yilda Irizarry-Valle, Alice Cline Parker, Jonathan Joshi:
A CMOS neuromorphic approach to emulate neuro-astrocyte interactions. 1-7 - Faicel Chamroukhi:
Robust EM algorithm for model-based curve clustering. 1-8 - Jon H. Roach, Robert J. Marks II, Benjamin Thompson:
Tactical task allocation and resource management in non-stationary swarm dynamics. 1-5 - Alexis Bondu, Marc Boullé, Benoît Grossin:
SAXO: An optimized data-driven symbolic representation of time series. 1-9 - B. Shamima, Ramaswamy Savitha, Suresh Sundaram, Saras Saraswathi:
Protein secondary structure prediction using a fully complex-valued relaxation network. 1-8 - Amir Mohammad Amiri, Giuliano Armano:
Early diagnosis of heart disease using classification and regression trees. 1-4 - Kou-Yuan Huang, Kai-Ju Chen, Jia-Rong Yang:
Genetic algorithm for seismic velocity picking. 1-8 - Syed Usman Ahmed, Usman Ali Malik, Mazhar Iqbal, Faraz Kunwar:
A guided autowave PCNN for improved real time path planning. 1-7 - Alex Doboli, Simona Doboli:
Dual-process architecture for reasoning in design innovation problems. 1-8 - Yuichiro Toda, Naoyuki Kubota:
Feature extraction based on hierarchical growing neural gas for informationally structured space. 1-7 - Kiran V. Byadarhaly, Ali A. Minai:
A hierarchical model of synergistic motor control. 1-8 - Panagiotis C. Petrantonakis, Athanasia Papoutsi, Panayiota Poirazi:
Towards predicting persistent activity of neurons by statistical and fractal dimension-based features. 1-6 - Adam W. Lester, Michael D. Howard, Jean-Marc Fellous, Rajan Bhattacharyya:
A computational model of perirhinal cortex: Gating and repair of input to the hippocampus. 1-9 - Fabiano Berardo de Sousa, Liang Zhao:
Investigation of complex dynamics in a recurrent neural network with network community structure and asymmetric weight matrix. 1-7 - Nadine Hajj, Mariette Awad:
Weighted entropy cortical algorithms for isolated Arabic speech recognition. 1-7 - Tatsuya Yokota, Toru Wakahara, Yukihiko Yamashita:
Heteroscedastic Gaussian based correction term for fisher discriminant analysis and its kernel extension. 1-8 - Sarjoun Doumit, Nagendra Marupaka, Ali A. Minai:
Thinking in prose and poetry: A semantic neural model. 1-8 - Oscar Castillo, Abraham Melendez, Patricia Melin, Leslie Astudillo:
Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design. 1-5 - Hui Wei, Heng Wu:
A neurocomputing model for ganglion cell's color opponency mechanism and its application in image analysis. 1-8 - Ying Wen, Bradley S. Peterson, Dongrong Xu:
A highly accurate, optical flow-based algorithm for nonlinear spatial normalization of diffusion tensor images. 1-8 - Walter J. Freeman:
John Gerald Taylor: Comrade, polymath, and consummate neuroscientist - Reminiscences of life together under the Aegis of INNS. 1-3 - John P. McCaffery, Anthony S. Maida:
Toward a causal topic model for video scene analysis. 1-8
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