Connectionists: NEURAL NETWORKS, May 2022

[Wang, Deliang]

Neural Networks - Volume 149, May 2022
https://www.journals.elsevier.com/neural-networks


Zero-Hopf Bifurcation of a memristive synaptic Hopfield neural network with time delay
Tao Dong, Xiaomei Gong, Tingwen Huang

Anomalous diffusion dynamics of learning in deep neural networks
Guozhang Chen, Cheng Kevin Qu, Pulin Gong

Possibilistic classification by support vector networks
Pei-Yi Hao, Jung-Hsien Chiang, Yu-De Chen

Backpropagation Neural Tree
Varun Ojha, Giuseppe Nicosia

Cross-domain heterogeneous residual network for single image super-resolution
Li Ji, Qinghui Zhu, Yongqin Zhang, Juanjuan Yin, ... Guoying Zhao

Deep Bayesian Unsupervised Lifelong Learning
Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer Dy

Incremental learning algorithm for large-scale semi-supervised ordinal regression
Haiyan Chen, Yizhen Jia, Jiaming Ge, Bin Gu

Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity
Parinthorn Manomaisaowapak, Jitkomut Songsiri

Deep adversarial transition learning using cross-grafted generative stacks
Jinyong Hou, Xuejie Ding, Jeremiah D. Deng, Stephen Cranefield

Modeling learnable electrical synapse for high precision spatio-temporal recognition
Zhenzhi Wu, Zhihong Zhang, Huanhuan Gao, Jun Qin, ... Guoqi Li

Sign Stochastic Gradient Descents without bounded gradient assumption for the finite sum minimization
Tao Sun, Dongsheng Li

Transition dynamics and optogenetic controls of generalized periodic epileptiform discharges
Zhuan Shen, Honghui Zhang, Zilu Cao, Luyao Yan, ... Zichen Deng

Detecting cell assemblies by NMF-based clustering from calcium imaging data
Mizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, ... Noboru Murata

Synchronization issue of coupled neural networks based on flexible impulse control
Ruihong Xiu, Wei Zhang, Zichuan Zhou

Flexibly regularized mixture models and application to image segmentation
Jonathan Vacher, Claire Launay, Ruben Coen-Cagli

Finite-time and sampled-data synchronization of complex dynamical networks subject to average dwell-time switching signal
Nallappan Gunasekaran, M. Syed Ali, Sabri Arik, H.I. Abdul Ghaffar, Ahmed A. Zaki Diab

Significance of event related causality (ERC) in eloquent neural networks
Anna Korzeniewska, Takumi Mitsuhashi, Yujing Wang, Eishi Asano, ... Nathan E. Crone

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