Articles

A comparative review of deep and spiking neural networks for edge AI neuromorphic circuits

in Neuromorphic Engineering

• Pietro M. Ferreira
• Siqi Wang
• Yueyuan Gao
• Aziz Benlarbi-Delai

Source–network–load–storage-based coordinated fault-tolerant control for active distribution networks under sensor faults

in Smart Grids

• Zhe Li
• Lizheng Feng
• Ziye Liu
• Xi Zhang

Convolutional Neural Networks for Very Low-Dimensional LPV Approximations of Incompressible Navier-Stokes Equations

in Statistical and Computational Physics

• Jan Heiland
• Peter Benner
• Rezvan Bahmani

Perceptual Dominance in Brief Presentations of Mixed Images: Human Perception vs. Deep Neural Networks

• Liron Z. Gruber
• Aia Haruvi
• Ronen Basri
• Michal Irani

Tool-Use Model to Reproduce the Goal Situations Considering Relationship Among Tools, Objects, Actions and Effects Using Multimodal Deep Neural Networks

in Robot Learning and Evolution

• Namiko Saito
• Tetsuya Ogata
• Hiroki Mori
• Shingo Murata
• Shigeki Sugano

Illuminating the Black Box: Interpreting Deep Neural Network Models for Psychiatric Research

in Computational Psychiatry

• Yi-han Sheu

Adversarial robustness in deep neural networks based on variable attributes of the stochastic ensemble model

• Ruoxi Qin
• Linyuan Wang
• Xuehui Du
• Pengfei Xie
• Xingyuan Chen
• Bin Yan

Model checking deep neural networks: opportunities and challenges

in Theoretical Computer Science

• Zohra Sbai

Self-supervised disturbing feature reconstruction network for mangrove biomass estimation with limited data

in Sustainable and Intelligent Phytoprotection

• Jun Hao
• Xiaowei Xu
• Haiyan Xu
• Gang Xu

BEAN: Interpretable and Efficient Learning With Biologically-Enhanced Artificial Neuronal Assembly Regularization

• Yuyang Gao
• Giorgio A. Ascoli
• Liang Zhao

DNNBrain: A Unifying Toolbox for Mapping Deep Neural Networks and Brains

• Xiayu Chen
• Ming Zhou
• Zhengxin Gong
• Wei Xu
• Xingyu Liu
• Taicheng Huang
• Zonglei Zhen
• Jia Liu

Representational Distance Learning for Deep Neural Networks

• Patrick McClure
• Nikolaus Kriegeskorte

Scalable Object Detection for Edge Cloud Environments

in Smart Technologies and Cities

• Rory Hector
• Muhammad Umar
• Asif Mehmood
• Zhu Li
• Shuvra Bhattacharyya

Neural architecture search for adversarial robustness via learnable pruning

in Cloud Computing

• Yize Li
• Pu Zhao
• Ruyi Ding
• Tong Zhou
• Yunsi Fei
• Xiaolin Xu
• Xue Lin

Lowering the computational barrier: Partially Bayesian neural networks for transparency in medical imaging AI

in Human-Media Interaction

• Snehal Prabhudesai
• Jeremiah Hauth
• Dingkun Guo
• Arvind Rao
• Nikola Banovic
• Xun Huan

Electromagnetic field computation of multilayer vacuum chambers with physics-informed neural networks

in Interdisciplinary Physics

• Kazuhiro Fujita