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ORCIDNeural Computation, Volume 29
Volume 29, Number 1, January 2017
- Karl John Friston
, Thomas H. B. FitzGerald, Francesco Rigoli, Philipp Schwartenbeck, Giovanni Pezzulo:
Active Inference: A Process Theory. 1-49
- Cian O'Donnell, J. Tiago Gonçalves, Nick Whiteley, Carlos Portera-Cailliau, Terrence J. Sejnowski:
The Population Tracking Model: A Simple, Scalable Statistical Model for Neural Population Data. 50-93 - William Severa, Ojas Parekh, Conrad D. James, James B. Aimone:
A Combinatorial Model for Dentate Gyrus Sparse Coding. 94-117 - Jonathan Cannon:
Analytical Calculation of Mutual Information between Weakly Coupled Poisson-Spiking Neurons in Models of Dynamically Gated Communication. 118-145 - Bruno Cessac, Arnaud Le Ny, Eva Löcherbach:
On the Mathematical Consequences of Binning Spike Trains. 146-170 - Rongchang Zhao, Min Wu, Xiyao Liu, Beiji Zou, Fangfang Li:
Orientation Histogram-Based Center-Surround Interaction: An Integration Approach for Contour Detection. 171-193 - Min Wu, Ting Wan, Xiongbo Wan, Yu-xiao Du, Jinhua She:
Fast, Accurate Localization of Epileptic Seizure Onset Zones Based on Detection of High-Frequency Oscillations Using Improved Wavelet Transform and Matching Pursuit Methods. 194-219 - Alejandro Agostini, Enric Celaya:
Online Reinforcement Learning Using a Probability Density Estimation. 220-246 - Chao Zhang, Lei Du, Dacheng Tao:
LSV-Based Tail Inequalities for Sums of Random Matrices. 247-262 - Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad:
Improving the Incoherence of a Learned Dictionary via Rank Shrinkage. 263-285
Volume 29, Number 2, February 2017
- Saket Navlakha:
Learning the Structural Vocabulary of a Network. 287-312
- Yu Wang, Eshwar Ghumare, Rik Vandenberghe, Patrick Dupont:
Comparison of Different Generalizations of Clustering Coefficient and Local Efficiency for Weighted Undirected Graphs. 313-331 - Takeru Matsuda, Fumiyasu Komaki:
Time Series Decomposition into Oscillation Components and Phase Estimation. 332-367 - Nils Kurzawa, Christopher Summerfield, Rafal Bogacz:
Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making. 368-393 - Marta Favali, Giovanna Citti, Alessandro Sarti:
Local and Global Gestalt Laws: A Neurally Based Spectral Approach. 394-422 - Peng Liu, Zhigang Zeng, Jun Wang:
Multistability of Delayed Recurrent Neural Networks with Mexican Hat Activation Functions. 423-457 - Samuel P. Muscinelli, Wulfram Gerstner, Johanni Brea:
Exponentially Long Orbits in Hopfield Neural Networks. 458-484 - Xian Liu, Jing Gao, Guan Wang, Zhi-Wang Chen:
Controllability Analysis of the Neural Mass Model with Dynamic Parameters. 485-501 - Yuriy Romanyshyn, Andriy Smerdov, Svitlana Petrytska:
Energy Model of Neuron Activation. 502-518 - Ruibo Wang, Yu Wang, Jihong Li, Xingli Yang, Jing Yang:
Block-Regularized m × 2 Cross-Validated Estimator of the Generalization Error. 519-554
Volume 29, Number 3, March 2017
- Yoshua Bengio, Thomas Mesnard, Asja Fischer, Saizheng Zhang, Yuhuai Wu:
STDP-Compatible Approximation of Backpropagation in an Energy-Based Model. 555-577
- Arash Samadi, Timothy P. Lillicrap, Douglas B. Tweed:
Deep Learning with Dynamic Spiking Neurons and Fixed Feedback Weights. 578-602 - Anup Das, Aaron L. Sampson, Claudia Lainscsek, Lyle Muller, Wutu Lin, John C. Doyle, Sydney S. Cash, Eric Halgren, Terrence J. Sejnowski:
Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings. 603-642 - Thomas Burwick, Alexandros Bouras:
Selective Interareal Synchronization through Gamma Frequency Differences and Slower-Rhythm Gamma Phase Reset. 643-678 - Ramazan Tekin, Mehmet Emin Tagluk:
Effects of Small-World Rewiring Probability and Noisy Synaptic Conductivity on Slow Waves: Cortical Network. 679-715 - Yongseok Yoo, Woori Kim:
On Decoding Grid Cell Population Codes Using Approximate Belief Propagation. 716-734 - Mauro Ursino, Cristiano Cuppini, Elisa Magosso:
Multisensory Bayesian Inference Depends on Synapse Maturation during Training: Theoretical Analysis and Neural Modeling Implementation. 735-782 - Jonathan Platkiewicz, Eran Stark, Asohan Amarasingham:
Spike-Centered Jitter Can Mistake Temporal Structure. 783-803 - W. Joseph MacInnes:
Multiple Diffusion Models to Compare Saccadic and Manual Responses for Inhibition of Return. 804-824 - Yunwen Lei, Ding-Xuan Zhou:
Analysis of Online Composite Mirror Descent Algorithm. 825-860 - Nolan Conaway, Kenneth J. Kurtz:
Solving Nonlinearly Separable Classifications in a Single-Layer Neural Network. 861-866
Volume 29, Number 4, April 2017
- Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles:
Unifying Adversarial Training Algorithms with Data Gradient Regularization. 867-887
- Minjoon Kouh:
Information Maximization Explains the Sparseness of Presynaptic Neural Response. 888-896 - Jonathan Touboul, Alberto Romagnoni, Robert Schwartz:
On the Dynamical Interplay of Positive and Negative Affects. 897-936 - G. Manjunath:
Evolving Network Model That Almost Regenerates Epileptic Data. 937-967 - Radek Marecek, Martin Lamos, René Labounek, Marek Barton, Tomás Slavícek, Michal Mikl, Ivan Rektor, Milan Brázdil:
Multiway Array Decomposition of EEG Spectrum: Implications of Its Stability for the Exploration of Large-Scale Brain Networks. 968-989 - Hien Duy Nguyen, Geoffrey J. McLachlan, Pierre Orban, Pierre Bellec, Andrew L. Janke:
Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data. 990-1020 - Peter J. Siekmeier:
An in Silico, Biomarker-Based Method for the Evaluation of Virtual Neuropsychiatric Drug Effects. 1021-1052 - Hossein Soleimani, David J. Miller:
Semisupervised, Multilabel, Multi-Instance Learning for Structured Data. 1053-1102 - Qixiang Liao, Shudao Zhou, Hanqing Shi, Weilai Shi:
Parameter Estimation of Nonlinear Systems by Dynamic Cuckoo Search. 1103-1123 - Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Avoiding Optimal Mean ℓ2, 1-Norm Maximization-Based Robust PCA for Reconstruction. 1124-1150
Volume 29, Number 5, May 2017
- Zhi-Yong Ran, Bao-Gang Hu:
Parameter Identifiability in Statistical Machine Learning: A Review. 1151-1203
- Jonathan Y. Suen, Saket Navlakha:
Using Inspiration from Synaptic Plasticity Rules to Optimize Traffic Flow in Distributed Engineered Networks. 1204-1228
- James C. R. Whittington, Rafal Bogacz:
An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity. 1229-1262 - Miho Itoh, Timothée G. Leleu:
Modulation of Context-Dependent Spatiotemporal Patterns within Packets of Spiking Activity. 1263-1292 - Yuan Zhao, Il Memming Park:
Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains. 1293-1316 - Shashanka Ubaru, Yousef Saad, Abd-Krim Seghouane:
Fast Estimation of Approximate Matrix Ranks Using Spectral Densities. 1317-1351 - Xiaowei Zhao, Feiping Nie, Sen Wang, Jun Guo, Pengfei Xu, Xiaojiang Chen:
Unsupervised 2D Dimensionality Reduction with Adaptive Structure Learning. 1352-1374 - Marcelo Matheus Gauy, Florian Meier, Angelika Steger:
Multiassociative Memory: Recurrent Synapses Increase Storage Capacity. 1375-1405 - Shuhei Fujiwara, Akiko Takeda, Takafumi Kanamori:
DC Algorithm for Extended Robust Support Vector Machine. 1406-1438
- Xiao Liang:
Erratum to "A Note on Divergences". 1439
Volume 29, Number 6, June 2017
- Vitaly L. Galinsky, Lawrence R. Frank:
A Unified Theory of Neuro-MRI Data Shows Scale-Free Nature of Connectivity Modes. 1441-1467 - Terry Elliott:
Mean First Passage Memory Lifetimes by Reducing Complex Synapses to Simple Synapses. 1468-1527 - Mehrdad Salmasi, Martin Stemmler, Stefan Glasauer, Alex Loebel:
Information Rate Analysis of a Synaptic Release Site Using a Two-State Model of Short-Term Depression. 1528-1560 - Adrian E. Radillo, Alan Veliz-Cuba, Kresimir Josic, Zachary P. Kilpatrick:
Evidence Accumulation and Change Rate Inference in Dynamic Environments. 1561-1610 - DJ Strouse, David J. Schwab:
The Deterministic Information Bottleneck. 1611-1630 - Takashi Uehara, Matteo Sartori, Toshihisa Tanaka, Simone G. O. Fiori:
Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces. 1631-1666 - Onder Aydemir:
Olfactory Recognition Based on EEG Gamma-Band Activity. 1667-1680 - Asieh Abolpour Mofrad, Matthew Geoffrey Parker:
Nested-Clique Network Model of Neural Associative Memory. 1681-1695 - Takashi Kanamaru:
Chaotic Pattern Alternations Can Reproduce Properties of Dominance Durations in Multistable Perception. 1696-1720 - Ning Li, Jinde Cao, Ahmed Alsaedi, Fuad E. Alsaadi:
Lag Synchronization Criteria for Memristor-Based Coupled Neural Networks via Parameter Mismatches Analysis Approach. 1721-1744
Volume 29, Number 7, July 2017
- Paolo Puggioni, Marta Jelitai, Ian Duguid, Mark C. W. van Rossum:
Extraction of Synaptic Input Properties in Vivo. 1745-1768 - Ramana Dodla, Charles J. Wilson:
Effect of Phase Response Curve Shape and Synaptic Driving Force on Synchronization of Coupled Neuronal Oscillators. 1769-1814 - Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny:
Determination of the Lowest-Energy States for the Model Distribution of Trained Restricted Boltzmann Machines Using a 1000 Qubit D-Wave 2X Quantum Computer. 1815-1837 - Hideitsu Hino, Jun Fujiki, Shotaro Akaho, Noboru Murata:
Local Intrinsic Dimension Estimation by Generalized Linear Modeling. 1838-1878 - Tieliang Gong, Zongben Xu, Hong Chen:
Generalization Analysis of Fredholm Kernel Regularized Classifiers. 1879-1901 - De Cheng, Feiping Nie, Jiande Sun, Yihong Gong:
A Weight-Adaptive Laplacian Embedding for Graph-Based Clustering. 1902-1918 - Harikrishna Narasimhan, Shivani Agarwal:
Support Vector Algorithms for Optimizing the Partial Area under the ROC Curve. 1919-1963 - Dengchao He, Hongjun Zhang, Wenning Hao, Rui Zhang, Kai Cheng:
A Customized Attention-Based Long Short-Term Memory Network for Distant Supervised Relation Extraction. 1964-1985 - Yan-shuo Chang, Feiping Nie, Ming-Yu Wang:
Multiview Feature Analysis via Structured Sparsity and Shared Subspace Discovery. 1986-2003 - Claudia Lainscsek, Lyle E. Muller, Aaron L. Sampson, Terrence J. Sejnowski:
Analytical Derivation of Nonlinear Spectral Effects and 1/f Scaling Artifact in Signal Processing of Real-World Data. 2004-2020
Volume 29, Number 8, August 2017
- Josue Orellana, Jordan Rodu, Robert E. Kass:
Population Vectors Can Provide Near Optimal Integration of Information. 2021-2029 - Sorinel A. Oprisan:
Predicting the Existence and Stability of Phase-Locked Mode in Neural Networks Using Generalized Phase-Resetting Curve. 2030-2054 - Takeru Matsuda, Fumiyasu Komaki:
Multivariate Time Series Decomposition into Oscillation Components. 2055-2075 - Voot Tangkaratt, Hiroaki Sasaki, Masashi Sugiyama:
Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction. 2076-2122 - Johan A. K. Suykens:
Deep Restricted Kernel Machines Using Conjugate Feature Duality. 2123-2163 - Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan:
Rank Selection in Nonnegative Matrix Factorization using Minimum Description Length. 2164-2176 - Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Jörg Lücke, Arthur Gretton:
GP-Select: Accelerating EM Using Adaptive Subspace Preselection. 2177-2202 - Giorgio Gnecco, Alberto Bemporad, Marco Gori, Marcello Sanguineti:
LQG Online Learning. 2203-2291
Volume 29, Number 9, September 2017
- William Softky, Criscillia Benford:
Sensory Metrics of Neuromechanical Trust. 2293-2351 - Waseem Rawat, Zenghui Wang:
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review. 2352-2449 - Sacha Sokoloski:
Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics. 2450-2490 - Clemens Korndörfer, Ekkehard Ullner, Jordi García-Ojalvo, Gordon Pipa:
Cortical Spike Synchrony as a Measure of Input Familiarity. 2491-2510 - Romain D. Cazé, Sarah Jarvis, Amanda J. Foust, Simon R. Schultz:
Dendrites Enable a Robust Mechanism for Neuronal Stimulus Selectivity. 2511-2527 - Sensen Liu, ShiNung Ching:
Recurrent Information Optimization with Local, Metaplastic Synaptic Dynamics. 2528-2552 - Ronghua Shang, Chiyang Liu, Yang Meng, Licheng Jiao, Rustam Stolkin:
Nonnegative Matrix Factorization with Rank Regularization and Hard Constraint. 2553-2579
Volume 29, Number 10, October 2017
- Tiger W. Lin, Anup Das, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski:
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings. 2581-2632 - Karl J. Friston, Marco Lin, Christopher D. Frith, Giovanni Pezzulo, J. Allan Hobson, Sasha Ondobaka:
Active Inference, Curiosity and Insight. 2633-2683 - Stefano Recanatesi, Mikhail Katkov, Misha Tsodyks:
Memory States and Transitions between Them in Attractor Neural Networks. 2684-2711 - Rasmus Erbou Røge, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup:
Infinite von Mises-Fisher Mixture Modeling of Whole Brain fMRI Data. 2712-2741 - Kiret Dhindsa, Dean Carcone, Suzanna Becker:
Toward an Open-Ended BCI: A User-Centered Coadaptive Design. 2742-2768 - Peter N. Loxley:
The Two-Dimensional Gabor Function Adapted to Natural Image Statistics: A Model of Simple-Cell Receptive Fields and Sparse Structure in Images. 2769-2799 - Yusen Zhan, Haitham Bou-Ammar, Matthew E. Taylor:
Nonconvex Policy Search Using Variational Inequalities. 2800-2824 - Jia Cai, Hongwei Sun:
Constrained ERM Learning of Canonical Correlation Analysis: A Least Squares Perspective. 2825-2859
Volume 29, Number 11, November 2017
- Alex T. Piet, Jeffrey C. Erlich, Charles D. Kopec, Carlos D. Brody:
Rat Prefrontal Cortex Inactivations during Decision Making Are Explained by Bistable Attractor Dynamics. - Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen:
Simultaneous Estimation of Nongaussian Components and Their Correlation Structure. - Cengiz Pehlevan, Sreyas Mohan, Dmitri B. Chklovskii:
Blind Nonnegative Source Separation Using Biological Neural Networks. - Robert Bestel, Revathi Appali, Ursula van Rienen, Christiane Thielemann:
Effect of Morphologic Features of Neurons on the Extracellular Electric Potential: A Simulation Study Using Cable Theory and Electro-Quasi-Static Equations. - Georgios Exarchakis, Jörg Lücke:
Discrete Sparse Coding. - Liming Yang, Zhuo Ren, Yidan Wang, Hongwei Dong:
A Robust Regression Framework with Laplace Kernel-Induced Loss. - Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh:
Sparse Covariance Matrix Estimation by DCA-Based Algorithms. - Liangzhi Chen, Haizhang Zhang:
Margin Error Bounds for Support Vector Machines on Reproducing Kernel Banach Spaces. - Jie Yang, Yan Ma, Xiangfen Zhang, Shunbao Li, Yuping Zhang:
An Initialization Method Based on Hybrid Distance for k-Means Algorithm.
Volume 29, Number 12, December 2017
- Adrianna Loback, Jason S. Prentice, Mark L. Ioffe, Michael J. Berry II:
Noise-Robust Modes of the Retinal Population Code Have the Geometry of "Ridges" and Correspond to Neuronal Communities. - Claudia Lainscsek, Jonathan Weyhenmeyer, Sydney S. Cash, Terrence J. Sejnowski:
Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data. - Terry Elliott:
First Passage Time Memory Lifetimes for Simple, Multistate Synapses. - Alison I. Weber, Jonathan W. Pillow:
Capturing the Dynamical Repertoire of Single Neurons with Generalized Linear Models. - Sonia Todorova, Valérie Ventura:
Neural Decoding: A Predictive Viewpoint. - Samuel J. Gershman:
Dopamine, Inference, and Uncertainty. - Alexander G. Ororbia II, Tomás Mikolov, David Reitter:
Learning Simpler Language Models with the Differential State Framework. - Shaobo Lin, Jinshan Zeng, Xiangyu Chang:
Learning Rates for Classification with Gaussian Kernels. - Yan-shuo Chang, Feiping Nie, Zhihui Li, Xiaojun Chang, Heng Huang:
Refined Spectral Clustering via Embedded Label Propagation.
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