Journal: Neural Computation

Volume 33, Issue 8

2033 -- 2067Aaron R. Voelker, Peter Blouw, Xuan Choo, Nicole Sandra-Yaffa Dumont, Terrence C. Stewart, Chris Eliasmith. Simulating and Predicting Dynamical Systems With Spatial Semantic Pointers
2068 -- 2086Akke Mats Houben. Frequency Selectivity of Neural Circuits With Heterogeneous Discrete Transmission Delays
2087 -- 2127German Abrevaya, Guillaume Dumas, Aleksandr Y. Aravkin, Peng Zheng, Jean-Christophe Gagnon-Audet, James R. Kozloski, Pablo Polosecki, Guillaume Lajoie, David D. Cox, Silvina Ponce Dawson, Guillermo A. Cecchi, Irina Rish. Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
2128 -- 2162Wenkai Xu, Gang Niu 0001, Aapo Hyvärinen, Masashi Sugiyama. Direction Matters: On Influence-Preserving Graph Summarization and Max-Cut Principle for Directed Graphs
2163 -- 2192Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama. Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting
2193 -- 2225Andreas Knoblauch. Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification
2226 -- 2240Masaki Kobayashi. Storage Capacity of Quaternion-Valued Hopfield Neural Networks With Dual Connections
2241 -- 2273Nicolas P. Rougier, Georgios Is. Detorakis. Randomized Self-Organizing Map
2274 -- 2307Ryo Karakida, Shotaro Akaho, Shun-ichi Amari. Pathological Spectra of the Fisher Information Metric and Its Variants in Deep Neural Networks