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Neural Networks, Volume 138
Volume 138, June 2021
- Xingxing Ju, Chuandong Li
, Xing He, Gang Feng
:
A proximal neurodynamic model for solving inverse mixed variational inequalities. 1-9
- Lukas Gonon
, Juan-Pablo Ortega
:
Fading memory echo state networks are universal. 10-13 - Andrea Apicella
, Francesco Donnarumma
, Francesco Isgrò
, Roberto Prevete
:
A survey on modern trainable activation functions. 14-32 - Bogdan Grechuk
, Alexander N. Gorban
, Ivan Yu. Tyukin
:
General stochastic separation theorems with optimal bounds. 33-56 - Dunlu Peng
, Wuchen Yang, Cong Liu, Shuairui Lü:
SAM-GAN: Self-Attention supporting Multi-stage Generative Adversarial Networks for text-to-image synthesis. 57-67
- Qi Peng
, Changmeng Zheng
, Yi Cai, Tao Wang
, Haoran Xie
, Qing Li:
Unsupervised cross-domain named entity recognition using entity-aware adversarial training. 68-77
- Gregory P. Davis
, Garrett E. Katz
, Rodolphe J. Gentili, James A. Reggia:
Compositional memory in attractor neural networks with one-step learning. 78-97 - Zheng Xie, Zhiquan Wen, Yaowei Wang, Qingyao Wu, Mingkui Tan:
Towards effective deep transfer via attentive feature alignment. 98-109 - Yun Zhang
, Hong Qu
, Xiaoling Luo, Yi Chen
, Yuchen Wang
, Malu Zhang, Zefang Li:
A new recursive least squares-based learning algorithm for spiking neurons. 110-125
- Luis Garcia
, Giovanny Sánchez
, Eduardo Vazquez
, Juan-Gerardo Ávalos
, Esteban Anides, Mariko Nakano
, Gabriel Sanchez, Héctor Pérez:
Small universal spiking neural P systems with dendritic/axonal delays and dendritic trunk/feedback. 126-139
- Jin-Woo Seo, Honggyu Jung
, Seong-Whan Lee
:
Self-augmentation: Generalizing deep networks to unseen classes for few-shot learning. 140-149
- Hayato Idei
, Shingo Murata
, Yuichi Yamashita
, Tetsuya Ogata
:
Paradoxical sensory reactivity induced by functional disconnection in a robot model of neurodevelopmental disorder. 150-163
- Mei Liu, Li He, Bin Hu, Shuai Li
:
Recurrent neural network with noise rejection for cyclic motion generation of robotic manipulators. 164-178
- Yongdai Kim
, Ilsang Ohn
, Dongha Kim:
Fast convergence rates of deep neural networks for classification. 179-197
- Haruka Nakamura
, Yoshimasa Tawatsuji, Siyuan Fang
, Tatsunori Matsui:
Explanation of emotion regulation mechanism of mindfulness using a brain function model. 198-214
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