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Tarek Jabri , Jason N. MacLean : Large-Scale Algorithmic Search Identifies Stiff and Sloppy Dimensions in Synaptic Architectures Consistent With Murine Neocortical Wiring. Neural Comput. 34 (12 ) : 2347-2373 (2022 )export record
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Amirhossein Javanshir , Thanh Thi Nguyen , M. A. Parvez Mahmud , Abbas Z. Kouzani : Advancements in Algorithms and Neuromorphic Hardware for Spiking Neural Networks. Neural Comput. 34 (6 ) : 1289-1328 (2022 )export record
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Kenji Kawaguchi , Linjun Zhang , Zhun Deng : Understanding Dynamics of Nonlinear Representation Learning and Its Application. Neural Comput. 34 (4 ) : 991-1018 (2022 )share record
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Soon Ho Kim , Junhyuk Woo , Kiri Choi , Moo Young Choi , Kyungreem Han : Neural Information Processing and Computations of Two-Input Synapses. Neural Comput. 34 (10 ) : 2102-2131 (2022 )share record
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Masanari Kimura , Hideitsu Hino : Information Geometrically Generalized Covariate Shift Adaptation. Neural Comput. 34 (9 ) : 1944-1977 (2022 )share record
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So Kumano , Tatsuya Akutsu : Comparison of the Representational Power of Random Forests, Binary Decision Diagrams, and Neural Networks. Neural Comput. 34 (4 ) : 1019-1044 (2022 )export record
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journals/neco/KumanoNSTTOKIKT22 share record
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Hiraku 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. Neural Comput. 34 (12 ) : 2388-2407 (2022 )share record
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Ting-Yu Kuo , Yuanda Liao , Kai Li , Bo Hong , Xiaolin Hu : Inferring Mechanisms of Auditory Attentional Modulation with Deep Neural Networks. Neural Comput. 34 (11 ) : 2273-2293 (2022 )export record
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Shunya Kusakawa , Shion Takeno , Yu Inatsu , Kentaro Kutsukake , Shogo Iwazaki , Takashi Nakano , Toru Ujihara , Masayuki Karasuyama , Ichiro Takeuchi : Bayesian Optimization for Cascade-Type Multistage Processes. Neural Comput. 34 (12 ) : 2408-2431 (2022 )export record
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Germain Lefebvre , Christopher Summerfield , Rafal Bogacz : A Normative Account of Confirmation Bias During Reinforcement Learning. Neural Comput. 34 (2 ) : 307-337 (2022 )share record
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Shuang Lian , Qianhui Liu , Rui Yan , Gang Pan , Huajin Tang : Training Deep Convolutional Spiking Neural Networks With Spike Probabilistic Global Pooling. Neural Comput. 34 (5 ) : 1170-1188 (2022 )share record
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Philip M. Long , Rocco A. Servedio : The Perils of Being Unhinged: On the Accuracy of Classifiers Minimizing a Noise-Robust Convex Loss. Neural Comput. 34 (6 ) : 1488-1499 (2022 )share record
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Kyle Luther , H. Sebastian Seung : Sensitivity of Sparse Codes to Image Distortions. Neural Comput. 34 (7 ) : 1616-1635 (2022 )share record
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Yancheng Lv , Lin Lin , Jie Liu , Hao Guo , Changsheng Tong : Research on Imbalanced Data Classification Based on Classroom-Like Generative Adversarial Networks. Neural Comput. 34 (4 ) : 1045-1073 (2022 )share record
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Joseph Marino : Predictive Coding, Variational Autoencoders, and Biological Connections. Neural Comput. 34 (1 ) : 1-44 (2022 )export record
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Cyrille Mascart , Gilles Scarella , Patricia Reynaud-Bouret , Alexandre Muzy : Scalability of Large Neural Network Simulations via Activity Tracking With Time Asynchrony and Procedural Connectivity. Neural Comput. 34 (9 ) : 1915-1943 (2022 )export record
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Beren Millidge , Alexander Tschantz , Christopher L. Buckley : Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs. Neural Comput. 34 (6 ) : 1329-1368 (2022 )export record
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Mohammad Mohammadi , Peter Tino , Kerstin Bunte : Manifold Alignment Aware Ants: A Markovian Process for Manifold Extraction. Neural Comput. 34 (3 ) : 595-641 (2022 )share record
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Loïs Naudin , Juan Luis Jiménez Laredo , Nathalie Corson : A Simple Model of Nonspiking Neurons. Neural Comput. 34 (10 ) : 2075-2101 (2022 )export record
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journals/neco/NayebiSBKKGSDY22 share record
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Aran 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. Neural Comput. 34 (8 ) : 1652-1675 (2022 )share record
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Ilsang Ohn , Yongdai Kim : Nonconvex Sparse Regularization for Deep Neural Networks and Its Optimality. Neural Comput. 34 (2 ) : 476-517 (2022 )export record
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Arun Pandey , Michaël Fanuel , Joachim Schreurs , Johan A. K. Suykens : Disentangled Representation Learning and Generation With Manifold Optimization. Neural Comput. 34 (10 ) : 2009-2036 (2022 )export record
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Christos H. Papadimitriou , Angela D. Friederici : Bridging the Gap Between Neurons and Cognition Through Assemblies of Neurons. Neural Comput. 34 (2 ) : 291-306 (2022 )share record
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William Paul , Armin Hadzic , Neil Joshi , Fady Alajaji , Philippe Burlina : TARA: Training and Representation Alteration for AI Fairness and Domain Generalization. Neural Comput. 34 (3 ) : 716-753 (2022 )share record
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Endel Põder : Capacity Limitations of Visual Search in Deep Convolutional Neural Networks. Neural Comput. 34 (11 ) : 2294-2308 (2022 )export record
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Aditya Ramesh , Paulo E. Rauber , Michelangelo Conserva , Jürgen Schmidhuber : Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits. Neural Comput. 34 (11 ) : 2232-2272 (2022 )export record
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Mohammad 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. Neural Comput. 34 (5 ) : 1100-1135 (2022 )share record
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Nariman Roohi , Alireza Valizadeh : Role of Interaction Delays in the Synchronization of Inhibitory Networks. Neural Comput. 34 (6 ) : 1425-1447 (2022 )export record
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Noor Sajid , Francesco Faccio , Lancelot Da Costa , Thomas Parr , Jürgen Schmidhuber , Karl J. Friston : Bayesian Brains and the Rényi Divergence. Neural Comput. 34 (4 ) : 829-855 (2022 )export record
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Bruno A. Santos , Rogério Martins Gomes , Xabier E. Barandiaran , Phil Husbands : Active Role of Self-Sustained Neural Activity on Sensory Input Processing: A Minimal Theoretical Model. Neural Comput. 34 (3 ) : 686-715 (2022 )