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Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载：26/5  |  提交时间：2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
Towards a New Paradigm for Brain-inspired Computer Vision 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 412-424
作者:  Xiao-Long Zou;  Tie-Jun Huang;  Si Wu
Adobe PDF(1615Kb)  |  收藏  |  浏览/下载：15/1  |  提交时间：2024/04/23
Brain-inspired computer vision  spatio-temporal patterns  object detection  object tracking  object recognition  
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang;  Zhao-Fei Yu;  Jian. K. Liu;  Tie-Jun Huang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：24/7  |  提交时间：2024/04/23
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision  
A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 331-346
作者:  Song Zhang;  Nan Zheng;  Dan-Li Wang
Adobe PDF(1317Kb)  |  收藏  |  浏览/下载：9/3  |  提交时间：2024/04/23
Group recommendation  attentive neural network (ANN)  global information  local information  recommender system  
Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid Network 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 307-318
作者:  Si-Qi Li;  Yue Gao;  Qiong-Hai Dai
Adobe PDF(4505Kb)  |  收藏  |  浏览/下载：21/5  |  提交时间：2024/04/23
Event camera  multi-modal fusion  image de-occlusion  spiking neural network (SNN)  image reconstruction  
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137
作者:  Emanuele De Santis;  Alessandro Giuseppi;  Antonio Pietrabissa;  Michael Capponi;  Francesco Delli Priscoli
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：11/3  |  提交时间：2024/04/23
Network selection  HetNet  deep reinforcement learning  deep-Q-network (DQN)  5G communications  
Continuous-time Distributed Heavy-ball Algorithm for Distributed Convex Optimization over Undirected and Directed Graphs 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 75-88
作者:  Hao-Ran Yang;  Wei Ni
Adobe PDF(1378Kb)  |  收藏  |  浏览/下载：10/3  |  提交时间：2024/04/23
Distributed convex optimization  second-order distributed algorithm  multi-agent systems  gradient tracking  directed graph  
Evolutionary Computation for Expensive Optimization: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23
作者:  Jian-Yu Li;  Zhi-Hui Zhan;  Jun Zhang
Adobe PDF(951Kb)  |  收藏  |  浏览/下载：12/2  |  提交时间：2024/04/23
Expensive optimization problem  evolutionary computation  evolutionary algorithm  swarm intelligence  particle swarm optimization  differential evolution  
Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(6004Kb)  |  收藏  |  浏览/下载：182/39  |  提交时间：2023/01/17