Connectionists: NEURAL NETWORKS, July 2021

[Wang, Deliang]

Neural Networks - Volume 139,  July 2021
https://www.journals.elsevier.com/neural-networks


Residual Neural Network precisely quantifies dysarthria severity-level based on short-duration speech segments
Siddhant Gupta, Ankur T. Patil, Mirali Purohit, Mihir Parmar, ... Rodrigo Capobianco Guido

Deep neural network representation and Generative Adversarial Learning
Ariel Ruiz-Garcia, Juergen Schmidhuber, Vasile Palade, Clive Cheong Took, Danilo Mandic

Dense Residual Network: Enhancing global dense feature flow for character recognition
Zhao Zhang, Zemin Tang, Yang Wang, Zheng Zhang, ... Meng Wang

Computational reproductions of external force field adaption without assuming desired trajectories
Hiroyuki Kambara, Atsushi Takagi, Haruka Shimizu, Toshihiro Kawase, ... Yasuharu Koike

CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks
Gasper Begus

Synchronization criteria of delayed inertial neural networks with generally Markovian jumping
Junyi Wang, Zhanshan Wang, Xiangyong Chen, Jianlong Qiu

A generative adversarial network approach to (ensemble) weather prediction
Alex Bihlo

End-to-end novel visual categories learning via auxiliary self-supervision
Yuanyuan Qing, Yijie Zeng, Qi Cao, Guang-Bin Huang

A fast saddle-point dynamical system approach to robust deep learning
Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, ... Soumik Sarkar

Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser

Knowledge graph embedding with shared latent semantic units
Zhao Zhang, Fuzhen Zhuang, Meng Qu, Zheng-Yu Niu, ... Qing He

An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks
Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang

Visual question answering based on local-scene-aware referring expression generation
Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu, Hong-Gyu Jung, Seong-Whan Lee

Cross Knowledge-based Generative Zero-Shot Learning approach with Taxonomy Regularization
Cheng Xie, Hongxin Xiang, Ting Zeng, Yun Yang, ... Qing Liu

D-MONA: A dilated mixed-order non-local attention network for speaker and language recognition
Xiaoxiao Miao, Ian McLoughlin, Wenchao Wang, Pengyuan Zhang

IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control
Shantian Yang, Bo Yang, Zhongfeng Kang, Lihui Deng

Design and independent training of composable and reusable neural modules
David Castillo-Bolado, Cayetano Guerra-Artal, Mario Hernandez-Tejera

Block-cyclic stochastic coordinate descent for deep neural networks
Kensuke Nakamura, Stefano Soatto, Byung-Woo Hong

Convergence of the RMSProp deep learning method with penalty for nonconvex optimization
Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic

Stochastic quasi-synchronization of heterogeneous delayed impulsive dynamical networks via single impulsive control
Guang Ling, Ming-Feng Ge, Xinghua Liu, Gaoxi Xiao, Qingju Fan

Synchronization of memristive neural networks with unknown parameters via event-triggered adaptive control
Yufeng Zhou, Hao Zhang, Zhigang Zeng

Quantifying the separability of data classes in neural networks
Achim Schilling, Andreas Maier, Richard Gerum, Claus Metzner, Patrick Krauss

Synchronization in finite time for variable-order fractional complex dynamic networks with multi-weights and discontinuous nodes based on sliding mode control strategy
Xia Li, Huaiqin Wu, Jinde Cao

A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction
Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, Shihu Wu

Biomimetic FPGA-based spatial navigation model with grid cells and place cells
Adithya Krishna, Divyansh Mittal, Siri Garudanagiri Virupaksha, Abhishek Ramdas Nair, ... Chetan Singh Thakur

Comparative study using inverse ontology cogency and alternatives for concept recognition in the annotated National Library of Medicine database
George J. Shannon, Naga Rayapati, Steven M. Corns, Donald C. Wunsch

Semi-dilated convolutional neural networks for epileptic seizure prediction
Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown

Keyword spotting techniques to improve the recognition accuracy of user-defined keywords
Li Liu, Mingxue Yang, Xinyi Gao, Qingsong Liu, ... Jun Zhou

Detecting slender objects with uncertainty based on keypoint-displacement representation
Zelong Kong, Nian Zhang, Xinping Guan, Xinyi Le

End-to-end keyword search system based on attention mechanism and energy scorer for low resource languages
Zeyu Zhao, Wei-Qiang Zhang

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