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    Journal: Neural Computation

    Volume 32, Issue 9

    1615 -- 1634Richard Gast, Helmut Schmidt, Thomas R. Knösche. A Mean-Field Description of Bursting Dynamics in Spiking Neural Networks with Short-Term Adaptation
    1635 -- 1663Ruohan Zhang, Dana H. Ballard. Parallel Neural Multiprocessing with Gamma Frequency Latencies
    1664 -- 1684Xin Hu, Jun Liu 0002, Jie Ma, Yudai Pan, Lingling Zhang. Fine-Grained 3D-Attention Prototypes for Few-Shot Learning
    1685 -- 1696Masaki Kobayashi. Hyperbolic-Valued Hopfield Neural Networks in Synchronous Mode
    1697 -- 1732Ishan Wickramasingha, Ahmed Elrewainy, Michael Sobhy, Sherif S. Sherif. Tensor Least Angle Regression for Sparse Representations of Multidimensional Signals
    1733 -- 1773Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi 0001, Junya Honda, Masashi Sugiyama. Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit Feedback

    Volume 32, Issue 8

    1431 -- 1447Shun-ichi Amari. Any Target Function Exists in a Neighborhood of Any Sufficiently Wide Random Network: A Geometrical Perspective
    1448 -- 1498Alexandre René, André Longtin, Jakob H. Macke. Inference of a Mesoscopic Population Model from Population Spike Trains
    1499 -- 1530Yuangang Pan, Ivor W. Tsang, Avinash K. Singh, Chin-Teng Lin, Masashi Sugiyama. Stochastic Multichannel Ranking with Brain Dynamics Preferences
    1531 -- 1562Xinqi Li, Jun Wang 0002, Sam Kwong. A Discrete-Time Neurodynamic Approach to Sparsity-Constrained Nonnegative Matrix Factorization
    1563 -- 1579Illia Horenko. On a Scalable Entropic Breaching of the Overfitting Barrier for Small Data Problems in Machine Learning
    1580 -- 1613Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda. Theory and Algorithms for Shapelet-Based Multiple-Instance Learning

    Volume 32, Issue 7

    1239 -- 1276Pratik S. Sachdeva, Jesse A. Livezey, Michael Robert DeWeese. Heterogeneous Synaptic Weighting Improves Neural Coding in the Presence of Common Noise
    1277 -- 1321Benjamin Straub, Gaby Schneider. A Model for the Study of the Increase in Stimulus and Change Point Detection with Small and Variable Spiking Delays
    1322 -- 1354Pascal Helson. A Mathematical Analysis of Memory Lifetime in a Simple Network Model of Memory
    1355 -- 1378Kaixuan Zhang, Qinglong Wang, Xue Liu 0001, C. Lee Giles. Shapley Homology: Topological Analysis of Sample Influence for Neural Networks
    1379 -- 1407Yue Liu, Marc W. Howard. Generation of Scale-Invariant Sequential Activity in Linear Recurrent Networks
    1408 -- 1429Jakub Fil, Dominique F. Chu. Minimal Spiking Neuron for Solving Multilabel Classification Tasks

    Volume 32, Issue 6

    1033 -- 1068Weishun Zhong, Zhiyue Lu, David J. Schwab, Arvind Murugan. Nonequilibrium Statistical Mechanics of Continuous Attractors
    1069 -- 1143Terry Elliott. First Passage Time Memory Lifetimes for Multistate, Filter-Based Synapses
    1144 -- 1167Mengyu Tu, Ruohe Zhao, Avital Adler, Wen-Biao Gan, Zhe S. Chen. Efficient Position Decoding Methods Based on Fluorescence Calcium Imaging in the Mouse Hippocampus
    1168 -- 1221Masaaki Takada, Taiji Suzuki, Hironori Fujisawa. Independently Interpretable Lasso for Generalized Linear Models
    1222 -- 1237Steven J. Frank, Andrea M. Frank. Salient Slices: Improved Neural Network Training and Performance with Image Entropy

    Volume 32, Issue 5

    829 -- 864Jing Gao, Peng Li 0027, Zhikui Chen, Jianing Zhang. A Survey on Deep Learning for Multimodal Data Fusion
    865 -- 886Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh. Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements
    887 -- 911Manuel Ciba, Robert Bestel, Christoph Nick, Guilherme Ferraz de Arruda, Thomas K. D. M. Peron, Cesar Henrique Comin, Luciano da Fontoura Costa, Francisco Aparecido Rodrigues, Christiane Thielemann. Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity
    912 -- 968Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer, Erik Arntzen. Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes
    969 -- 1017Michael C. Burkhart, David M. Brandman, Brian Franco, Leigh R. Hochberg, Matthew T. Harrison. The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models
    1018 -- 1032Noah Frazier-Logue, Stephen José Hanson. The Stochastic Delta Rule: Faster and More Accurate Deep Learning Through Adaptive Weight Noise

    Volume 32, Issue 4

    683 -- 710Daiji Tsutsui. Center Manifold Analysis of Plateau Phenomena Caused by Degeneration of Three-Layer Perceptron
    711 -- 740Henrikas Vaitkevicius, Algimantas Svegzda, Rytis Stanikunas, Remigijus Bliumas, Alvydas Soliunas, Janus J. Kulikowski. Neural Model of Coding Stimulus Orientation and Adaptation
    741 -- 758Xugang Xi, Wenjun Jiang, Seyed M. Miran, Xian Hua, Yun-Bo Zhao, Chen Yang, Zhizeng Luo. Feature Extraction of Surface Electromyography Based on Improved Small-World Leaky Echo State Network
    759 -- 793Hoai An Le Thi, Vinh Thanh Ho. Online Learning Based on Online DCA and Application to Online Classification
    794 -- 828Yuval Harel, Ron Meir. Optimal Multivariate Tuning with Neuron-Level and Population-Level Energy Constraints

    Volume 32, Issue 3

    515 -- 561Elizabeth B. Torres, Richa Rai, Sejal Mistry, Brenda Gupta. Hidden Aspects of the Research ADOS Are Bound to Affect Autism Science
    562 -- 595Tao Bian, Daniel M. Wolpert, Zhong-Ping Jiang. Model-Free Robust Optimal Feedback Mechanisms of Biological Motor Control
    596 -- 625Thomas Hueber, Eric Tatulli, Laurent Girin, Jean-Luc Schwartz. Evaluating the Potential Gain of Auditory and Audiovisual Speech-Predictive Coding Using Deep Learning
    626 -- 658Saeed Farjami, Ryan P. D. Alexander, Derek Bowie, Anmar Khadra. Switching in Cerebellar Stellate Cell Excitability in Response to a Pair of Inhibitory/Excitatory Presynaptic Inputs: A Dynamical System Perspective
    659 -- 681Zhenghang Cui, Nontawat Charoenphakdee, Issei Sato, Masashi Sugiyama. Classification from Triplet Comparison Data

    Volume 32, Issue 2

    281 -- 329Sidney R. Lehky, Anh Huy Phan, Andrzej Cichocki, Keiji Tanaka. Face Representations via Tensorfaces of Various Complexities
    330 -- 394Nicolai Waniek. Transition Scale-Spaces: A Computational Theory for the Discretized Entorhinal Cortex
    395 -- 423E. Gudowska-Nowak, Maciej A. Nowak, Dante R. Chialvo, Jeremi K. Ochab, Wojciech Tarnowski. From Synaptic Interactions to Collective Dynamics in Random Neuronal Networks Models: Critical Role of Eigenvectors and Transient Behavior
    424 -- 446Jure Demsar, Rob Forsyth. Synaptic Scaling Improves the Stability of Neural Mass Models Capable of Simulating Brain Plasticity
    447 -- 484Kishan Wimalawarne, Makoto Yamada, Hiroshi Mamitsuka. Scaled Coupled Norms and Coupled Higher-Order Tensor Completion
    485 -- 514Xiaofeng Xu, Ivor W. Tsang, Chuancai Liu. Improving Generalization via Attribute Selection on Out-of-the-Box Data

    Volume 32, Issue 12

    2311 -- 2331Edward Paxon Frady, Spencer J. Kent, Bruno A. Olshausen, Friedrich T. Sommer. Resonator Networks, 1: An Efficient Solution for Factoring High-Dimensional, Distributed Representations of Data Structures
    2332 -- 2388Spencer J. Kent, Edward Paxon Frady, Friedrich T. Sommer, Bruno A. Olshausen. Resonator Networks, 2: Factorization Performance and Capacity Compared to Optimization-Based Methods
    2389 -- 2421Tiger W. Lin, Yusi Chen, Qasim Bukhari, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski. Differential Covariance: A New Method to Estimate Functional Connectivity in fMRI
    2422 -- 2454Amir Hossein Ghaderi, Bianca R. Baltaretu, Masood Nemati Andevari, Vishal Bharmauria, Fuat Balci. Synchrony and Complexity in State-Related EEG Networks: An Application of Spectral Graph Theory
    2455 -- 2485Woori Kim, Yongseok Yoo. Toward a Unified Framework for Cognitive Maps
    2486 -- 2531Yu Inatsu, Masayuki Karasuyama, Keiichi Inoue, Ichiro Takeuchi. Active Learning for Level Set Estimation Under Input Uncertainty and Its Extensions
    2532 -- 2556Guotian Xie. Redundancy-Aware Pruning of Convolutional Neural Networks
    2557 -- 2600Ruizhi Chen, Ling Li. Analyzing and Accelerating the Bottlenecks of Training Deep SNNs With Backpropagation

    Volume 32, Issue 11

    2069 -- 2084Terence D. Sanger, Mitsuo Kawato. A Cerebellar Computational Mechanism for Delay Conditioning at Precise Time Intervals
    2085 -- 2121Takuya Isomura, Karl J. Friston. Reverse-Engineering Neural Networks to Characterize Their Cost Functions
    2122 -- 2144Sama Daryanavard, Bernd Porr. Closed-Loop Deep Learning: Generating Forward Models With Backpropagation
    2145 -- 2186Ali Yousefi, Yalda Amidi, Behzad Nazari, Uri T. Eden. Assessing Goodness-of-Fit in Marked Point Process Models of Neural Population Coding via Time and Rate Rescaling
    2187 -- 2211Yu Terada, Tomoyuki Obuchi, Takuya Isomura, Yoshiyuki Kabashima. Inferring Neuronal Couplings From Spiking Data Using a Systematic Procedure With a Statistical Criterion
    2212 -- 2236Yoji Uno, Takehiro Suzuki, Takahiro Kagawa. Repetitive Control for Multi-Joint Arm Movements Based on Virtual Trajectories
    2237 -- 2248Masaki Kobayashi. Bicomplex Projection Rule for Complex-Valued Hopfield Neural Networks
    2249 -- 2278Changcun Huang. ReLU Networks Are Universal Approximators via Piecewise Linear or Constant Functions
    2279 -- 2309Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet. Effect of Top-Down Connections in Hierarchical Sparse Coding

    Volume 32, Issue 10

    1775 -- 1835Shusen Pu, Peter J. Thomas 0001. Fast and Accurate Langevin Simulations of Stochastic Hodgkin-Huxley Dynamics
    1836 -- 1862Wei Sun, Jeff Orchard. A Predictive-Coding Network That Is Both Discriminative and Generative
    1863 -- 1900Cunle Qian, Xuyun Sun, Yueming Wang, Xiaoxiang Zheng, Yiwen Wang 0002, Gang Pan 0001. Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses
    1901 -- 1935Keishi Sando, Hideitsu Hino. Modal Principal Component Analysis
    1936 -- 1979Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang. Multiview Alignment and Generation in CCA via Consistent Latent Encoding
    1980 -- 1997Hongzhi Tong, Jiajing Gao. Analysis of Regression Algorithms with Unbounded Sampling
    1998 -- 2031Yu Inatsu, Masayuki Karasuyama, Keiichi Inoue, Hideki Kandori, Ichiro Takeuchi. Active Learning of Bayesian Linear Models with High-Dimensional Binary Features by Parameter Confidence-Region Estimation
    2032 -- 2068Yu Inatsu, Daisuke Sugita, Kazuaki Toyoura, Ichiro Takeuchi. Active Learning for Enumerating Local Minima Based on Gaussian Process Derivatives

    Volume 32, Issue 1

    1 -- 35Shagun Sodhani, Sarath Chandar, Yoshua Bengio. Toward Training Recurrent Neural Networks for Lifelong Learning
    36 -- 96Nicholas M. Boffi, Jean-Jacques E. Slotine. A Continuous-Time Analysis of Distributed Stochastic Gradient
    97 -- 135Shiyu Duan, Shujian Yu, Yunmei Chen, José C. Príncipe. On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation
    136 -- 152Luis Sa-Couto, Andreas Wichert. Storing Object-Dependent Sparse Codes in a Willshaw Associative Network
    153 -- 181Anthony Strock, Xavier Hinaut, Nicolas P. Rougier. A Robust Model of Gated Working Memory
    182 -- 204Xiping Ju, Biao Fang, Rui Yan 0005, Xiaoliang Xu, Huajin Tang. An FPGA Implementation of Deep Spiking Neural Networks for Low-Power and Fast Classification
    205 -- 260Andreas Knoblauch, Günther Palm. Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory
    261 -- 279Adrian E. G. Huber, Jithendar Anumula, Shih-Chii Liu. Optimal Sampling of Parametric Families: Implications for Machine Learning
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