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Neural Networks, Volume 149
Volume 149, May 2022
- Zhuan Shen, Honghui Zhang, Zilu Cao
, Luyao Yan, Yuzhi Zhao, Lin Du, Zichen Deng:
Transition dynamics and optogenetic controls of generalized periodic epileptiform discharges. 1-17
- Guozhang Chen
, Cheng Kevin Qu
, Pulin Gong
:
Anomalous diffusion dynamics of learning in deep neural networks. 18-28
- Mizuo Nagayama, Toshimitsu Aritake
, Hideitsu Hino
, Takeshi Kanda
, Takehiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho
, Noboru Murata
:
Detecting cell assemblies by NMF-based clustering from calcium imaging data. 29-39
- Pei-Yi Hao
, Jung-Hsien Chiang
, Yu-De Chen:
Possibilistic classification by support vector networks. 40-56
- Ruihong Xiu, Wei Zhang
, Zichuan Zhou:
Synchronization issue of coupled neural networks based on flexible impulse control. 57-65
- Varun Ojha
, Giuseppe Nicosia
:
Backpropagation Neural Tree. 66-83 - Li Ji, Qinghui Zhu, Yongqin Zhang
, Juanjuan Yin, Ruyi Wei, Jinsheng Xiao
, Deqiang Xiao, Guoying Zhao:
Cross-domain heterogeneous residual network for single image super-resolution. 84-94 - Tingting Zhao
, Zifeng Wang, Aria Masoomi, Jennifer G. Dy:
Deep Bayesian Unsupervised Lifelong Learning. 95-106
- Jonathan Vacher
, Claire Launay
, Ruben Coen Cagli
:
Flexibly regularized mixture models and application to image segmentation. 107-123
- Haiyan Chen, Yizhen Jia
, Jiaming Ge
, Bin Gu:
Incremental learning algorithm for large-scale semi-supervised ordinal regression. 124-136
- Nallappan Gunasekaran
, M. Syed Ali, Sabri Arik
, H. I. Abdul Ghaffar
, Ahmed A. Zaki Diab
:
Finite-time and sampled-data synchronization of complex dynamical networks subject to average dwell-time switching signal. 137-145
- Tao Dong
, Xiaomei Gong, Tingwen Huang:
Zero-Hopf Bifurcation of a memristive synaptic Hopfield neural network with time delay. 146-156
- Parinthorn Manomaisaowapak
, Jitkomut Songsiri
:
Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity. 157-171 - Jinyong Hou
, Xuejie Ding, Jeremiah D. Deng
, Stephen Cranefield
:
Deep adversarial transition learning using cross-grafted generative stacks. 172-183 - Zhenzhi Wu
, Zhihong Zhang
, Huanhuan Gao
, Jun Qin
, Rongzhen Zhao, Guangshe Zhao, Guoqi Li
:
Modeling learnable electrical synapse for high precision spatio-temporal recognition. 184-194 - Tao Sun
, Dongsheng Li:
Sign Stochastic Gradient Descents without bounded gradient assumption for the finite sum minimization. 195-203
- Anna Korzeniewska
, Takumi Mitsuhashi, Yujing Wang
, Eishi Asano
, Piotr J. Franaszczuk, Nathan E. Crone:
Significance of event related causality (ERC) in eloquent neural networks. 204-216
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