Journal: Neural Computation

Volume 34, Issue 9

1841 -- 1870Zahra Fayyaz, Aya Altamimi, Carina Zoellner, Nicole Klein, Oliver T. Wolf, Sen Cheng, Laurenz Wiskott. A Model of Semantic Completion in Generative Episodic Memory
1871 -- 1892Adrian Valente, Srdjan Ostojic, Jonathan W. Pillow. Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models
1893 -- 1914Massimo Grillo, Alice Geminiani, Cristiano Alessandro, Egidio D'Angelo, Alessandra Pedrocchi, Claudia Casellato. Bayesian Integration in a Spiking Neural System for Sensorimotor Control
1915 -- 1943Cyrille Mascart, Gilles Scarella, Patricia Reynaud-Bouret, Alexandre Muzy. Scalability of Large Neural Network Simulations via Activity Tracking With Time Asynchrony and Procedural Connectivity
1944 -- 1977Masanari Kimura, Hideitsu Hino. Information Geometrically Generalized Covariate Shift Adaptation
1978 -- 2008Steven Collazos, Duane Q. Nykamp. Permitted Sets and Convex Coding in Nonthreshold Linear Networks

Volume 34, Issue 8

1637 -- 1651Yuansheng Zhou, Tatyana O. Sharpee. Using Global t-SNE to Preserve Intercluster Data Structure
1652 -- 1675Aran Nayebi, Javier Sagastuy-Breña, Daniel M. Bear, Kohitij Kar, Jonas Kubilius, Surya Ganguli, David Sussillo, James J. DiCarlo, Daniel L. K. Yamins. Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition
1676 -- 1700Michael Y.-S. Fang, Mayur Mudigonda, Ryan Zarcone, Amir Khosrowshahi, Bruno A. Olshausen. Learning and Inference in Sparse Coding Models With Langevin Dynamics
1701 -- 1726Simon Forest, Jean-Charles Quinton, Mathieu Lefort. A Dynamic Neural Field Model of Multimodal Merging: Application to the Ventriloquist Effect
1727 -- 1755You-Zhao, Xiaofeng Liao, Xing He 0001. Fixed-Time Stable Neurodynamic Flow to Sparse Signal Recovery via Nonconvex L1-β2-Norm
1756 -- 1789Simone Brugiapaglia, Matthew Liu, Paul F. Tupper. Invariance, Encodings, and Generalization: Learning Identity Effects With Neural Networks
1790 -- 1811Federico Claudi, Tiago Branco. Differential Geometry Methods for Constructing Manifold-Targeted Recurrent Neural Networks
1812 -- 1839Yaoyu Zhu, Yu Zhang, Xiaodong Xie, Tie-Jun Huang 0001. An FPGA Accelerator for High-Speed Moving Objects Detection and Tracking With a Spike Camera

Volume 34, Issue 7

1501 -- 1544Zafeirios Fountas, Anastasia Sylaidi, Kyriacos Nikiforou, Anil K. Seth, Murray Shanahan, Warrick Roseboom. A Predictive Processing Model of Episodic Memory and Time Perception
1545 -- 1587Randall Clark, Lawson Fuller, Jason A. Platt, Henry D. I. Abarbanel. Reduced-Dimension, Biophysical Neuron Models Constructed From Observed Data
1588 -- 1615Olivier Codol, Paul L. Gribble, Kevin N. Gurney. Differential Dopamine Receptor-Dependent Sensitivity Improves the Switch Between Hard and Soft Selection in a Model of the Basal Ganglia
1616 -- 1635Kyle Luther, H. Sebastian Seung. Sensitivity of Sparse Codes to Image Distortions

Volume 34, Issue 6

1289 -- 1328Amirhossein Javanshir, Thanh Thi Nguyen, M. A. Parvez Mahmud, Abbas Z. Kouzani. Advancements in Algorithms and Neuromorphic Hardware for Spiking Neural Networks
1329 -- 1368Beren Millidge, Alexander Tschantz, Christopher L. Buckley. Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs
1369 -- 1397Yijun Zhang, Tong Bu, Jiyuan Zhang, Shiming Tang, Zhaofei Yu, Jian K. Liu, Tiejun Huang 0001. Decoding Pixel-Level Image Features From Two-Photon Calcium Signals of Macaque Visual Cortex
1398 -- 1424Kazuya Takabatake, Shotaro Akaho. Full-Span Log-Linear Model and Fast Learning Algorithm
1425 -- 1447Nariman Roohi, Alireza Valizadeh. Role of Interaction Delays in the Synchronization of Inhibitory Networks
1448 -- 1487Masaaki Imaizumi, Hirofumi Ota, Takuo Hamaguchi. Hypothesis Test and Confidence Analysis With Wasserstein Distance on General Dimension
1488 -- 1499Philip M. Long, Rocco A. Servedio. The Perils of Being Unhinged: On the Accuracy of Classifiers Minimizing a Noise-Robust Convex Loss

Volume 34, Issue 5

1075 -- 1099Mohit Vaishnav, Rémi Cadène, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre. Understanding the Computational Demands Underlying Visual Reasoning
1100 -- 1135Mohammad R. Rezaei, Alex E. Hadjinicolaou, Sydney S. Cash, Uri T. Eden, Ali Yousefi. Direct Discriminative Decoder Models for Analysis of High-Dimensional Dynamical Neural Data
1136 -- 1142Jacob A. Zavatone-Veth, Cengiz Pehlevan. On Neural Network Kernels and the Storage Capacity Problem
1143 -- 1169Marcus Anthony Triplett, Geoffrey J. Goodhill. Inference of Multiplicative Factors Underlying Neural Variability in Calcium Imaging Data
1170 -- 1188Shuang Lian, Qianhui Liu, Rui Yan, Gang Pan 0001, Huajin Tang. Training Deep Convolutional Spiking Neural Networks With Spike Probabilistic Global Pooling
1189 -- 1219Hideaki Ishibashi, Shotaro Akaho. Principal Component Analysis for Gaussian Process Posteriors
1220 -- 1255Edoardo Vecchi, Lukás Pospísil, Steffen Albrecht, Terence J. O'Kane, Illia Horenko. eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems
1256 -- 1287Xianchao Zhang, Jie Mu, Han Liu 0008, Xiaotong Zhang 0003, Linlin Zong, Guanglu Wang. Graph Clustering With Graph Capsule Network

Volume 34, Issue 4

829 -- 855Noor Sajid, Francesco Faccio, Lancelot Da Costa, Thomas Parr, Jürgen Schmidhuber, Karl J. Friston. Bayesian Brains and the Rényi Divergence
856 -- 890A. J. Cressman, W. Wattanapanitch, I. Chuang, R. Sarpeshkar. Formulation and Emulation of Quantum-Inspired Dynamical Systems With Classical Analog Circuits
891 -- 938Tiberiu Tesileanu, Siavash Golkar, Samaneh Nasiri, Anirvan M. Sengupta, Dmitri B. Chklovskii. Neural Circuits for Dynamics-Based Segmentation of Time Series
939 -- 970Jemy A. Mandujano Valle, Alexandre L. Madureira. Parameter Identification Problem in the Hodgkin-Huxley Model
971 -- 990Babak Shiri, Hua Kong, Guo-cheng Wu, Cheng Luo. Adaptive Learning Neural Network Method for Solving Time-Fractional Diffusion Equations
991 -- 1018Kenji Kawaguchi, Linjun Zhang, Zhun Deng. Understanding Dynamics of Nonlinear Representation Learning and Its Application
1019 -- 1044So Kumano, Tatsuya Akutsu. Comparison of the Representational Power of Random Forests, Binary Decision Diagrams, and Neural Networks
1045 -- 1073Yancheng Lv, Lin Lin, Jie Liu, Hao Guo, Chang-sheng Tong. Research on Imbalanced Data Classification Based on Classroom-Like Generative Adversarial Networks

Volume 34, Issue 3

541 -- 594Doris Voina, Stefano Recanatesi, Brian Hu 0001, Eric Shea-Brown, Stefan Mihalas. Single Circuit in V1 Capable of Switching Contexts During Movement Using an Inhibitory Population as a Switch
595 -- 641Mohammad Mohammadi, Peter Tino, Kerstin Bunte. Manifold Alignment Aware Ants: A Markovian Process for Manifold Extraction
642 -- 685Wei Zhong Goh, Varun Ursekar, Marc W. Howard. Predicting the Future With a Scale-Invariant Temporal Memory for the Past
686 -- 715Bruno A. Santos, Rogério M. Gomes, Xabier E. Barandiaran, Phil Husbands. Active Role of Self-Sustained Neural Activity on Sensory Input Processing: A Minimal Theoretical Model
716 -- 753William Paul, Armin Hadzic, Neil Joshi, Fady Alajaji, Philippe Burlina. TARA: Training and Representation Alteration for AI Fairness and Domain Generalization
754 -- 780Clifford Bohm, Douglas Kirkpatrick, Arend Hintze. Understanding Memories of the Past in the Context of Different Complex Neural Network Architectures
781 -- 803Zhenghang Cui, Issei Sato. Active Classification With Uncertainty Comparison Queries
804 -- 827Kohei Ichikawa, Asaki Kataoka. Dynamical Mechanism of Sampling-Based Probabilistic Inference Under Probabilistic Population Codes

Volume 34, Issue 2

291 -- 306Christos H. Papadimitriou, Angela D. Friederici. Bridging the Gap Between Neurons and Cognition Through Assemblies of Neurons
307 -- 337Germain Lefebvre, Christopher Summerfield, Rafal Bogacz. A Normative Account of Confirmation Bias During Reinforcement Learning
338 -- 359Julien Audiffren, Jean-Pierre Bresciani. Model Based or Model Free? Comparing Adaptive Methods for Estimating Thresholds in Neuroscience
360 -- 377Takeshi D. Itoh, Koji Ishihara, Jun Morimoto. Implicit Contact Dynamics Modeling With Explicit Inertia Matrix Representation for Real-Time, Model-Based Control in Physical Environment
378 -- 414David Berga, Xavier Otazu. A Neurodynamic Model of Saliency Prediction in V1
415 -- 436Eric C. Wong. Distributed Phase Oscillatory Excitation Efficiently Produces Attractors Using Spike-Timing-Dependent Plasticity
437 -- 475Laurent Bonnasse-Gahot, Jean-Pierre Nadal. Categorical Perception: A Groundwork for Deep Learning
476 -- 517Ilsang Ohn, Yongdai Kim. Nonconvex Sparse Regularization for Deep Neural Networks and Its Optimality
518 -- 540Wen-shu Zha, Wen Zhang, Daolun Li, Yan Xing 0002, Lei He 0002, Jieqing Tan. Convolution-Based Model-Solving Method for Three-Dimensional, Unsteady, Partial Differential Equations

Volume 34, Issue 12

2309 -- 2346Nicolas Zucchet, João Sacramento. Beyond Backpropagation: Bilevel Optimization Through Implicit Differentiation and Equilibrium Propagation
2347 -- 2373Tarek Jabri, Jason N. MacLean. Large-Scale Algorithmic Search Identifies Stiff and Sloppy Dimensions in Synaptic Architectures Consistent With Murine Neocortical Wiring
2374 -- 2387Oren Forkosh. Memoryless Optimality: Neurons Do Not Need Adaptation to Optimally Encode Stimuli With Arbitrarily Complex Statistics
2388 -- 2407Hiraku Kumano, Sou Nobukawa, Aya Shirama, Tetsuya Takahashi, Toshinobu Takeda, Haruhisa Ohta, Mitsuru Kikuchi, Akira Iwanami, Nobumasa Kato, Shigenobu Toda. Asymmetric Complexity in a Pupil Control Model With Laterally Imbalanced Neural Activity in the Locus Coeruleus: A Potential Biomarker for Attention-Deficit/Hyperactivity Disorder
2408 -- 2431Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi. Bayesian Optimization for Cascade-Type Multistage Processes
2432 -- 2466Toshimitsu Aritake, Hideitsu Hino. Unsupervised Domain Adaptation for Extra Features in the Target Domain Using Optimal Transport

Volume 34, Issue 11

2205 -- 2231Andrea Adden, Terrence C. Stewart, Barbara Webb, Stanley Heinze. A Neural Model for Insect Steering Applied to Olfaction and Path Integration
2232 -- 2272Aditya Ramesh, Paulo E. Rauber, Michelangelo Conserva, Jürgen Schmidhuber. Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits
2273 -- 2293Ting-Yu Kuo, Yuanda Liao, Kai Li, Bo Hong, Xiaolin Hu 0001. Inferring Mechanisms of Auditory Attentional Modulation with Deep Neural Networks
2294 -- 2308Endel Põder. Capacity Limitations of Visual Search in Deep Convolutional Neural Networks

Volume 34, Issue 10

2009 -- 2036Arun Pandey, Michaël Fanuel, Joachim Schreurs, Johan A. K. Suykens. Disentangled Representation Learning and Generation With Manifold Optimization
2037 -- 2046Christopher K. I. Williams. On Suspicious Coincidences and Pointwise Mutual Information
2047 -- 2074Vladimir A. Ivanov, Konstantinos P. Michmizos. Astrocytes Learn to Detect and Signal Deviations From Critical Brain Dynamics
2075 -- 2101Loïs Naudin, Juan Luis Jiménez Laredo, Nathalie Corson. A Simple Model of Nonspiking Neurons
2102 -- 2131Soon-Ho Kim, Junhyuk Woo, Kiri Choi, Moo Young Choi, Kyungreem Han. Neural Information Processing and Computations of Two-Input Synapses
2132 -- 2144Théophile Champion, Marek Grzes, Howard Bowman. Branching Time Active Inference with Bayesian Filtering
2145 -- 2203Shion Takeno, Hitoshi Fukuoka, Yuhki Tsukada, Toshiyuki Koyama, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama. A Generalized Framework of Multifidelity Max-Value Entropy Search Through Joint Entropy

Volume 34, Issue 1

1 -- 44Joseph Marino. Predictive Coding, Variational Autoencoders, and Biological Connections
45 -- 77Kevin Berlemont, Jean-Pierre Nadal. Confidence-Controlled Hebbian Learning Efficiently Extracts Category Membership From Stimuli Encoded in View of a Categorization Task
78 -- 103Vincent Baker, Luís Cruz. Traveling Waves in Quasi-One-Dimensional Neuronal Minicolumns
104 -- 137Xiaolin Hu 0001, Zhigang Zeng. Bridging the Functional and Wiring Properties of V1 Neurons Through Sparse Coding
138 -- 171Zhixian Han, Anne B. Sereno. Modeling the Ventral and Dorsal Cortical Visual Pathways Using Artificial Neural Networks
172 -- 189Feifei Zhao, Yi Zeng 0001, Jun Bai. Toward a Brain-Inspired Developmental Neural Network Based on Dendritic Spine Dynamics
190 -- 218Justin D. Theiss, Joel D. Bowen, Michael A. Silver. Spatial Attention Enhances Crowded Stimulus Encoding Across Modeled Receptive Fields by Increasing Redundancy of Feature Representations
219 -- 254Xiwei She, Theodore W. Berger, Dong Song. A Double-Layer Multi-Resolution Classification Model for Decoding Spatiotemporal Patterns of Spikes With Small Sample Size
255 -- 290Vagan Y. Terziyan, Olena Kaikova. Neural Networks With Disabilities: An Introduction to Complementary Artificial Intelligence