胡滨｜贵州大学｜学者主页

期刊论文

2026

扫视抑制感受野重映射的视觉错位感知神经网络

康梦迪，秦进，胡滨

《计算机应用研究》

2026

温度系数自适应调节的最大熵强化学习方法

许涛，胡滨，秦进

《计算机应用》

2026

密集场景下的人群拥挤检测研究综述

许敏，胡滨

《计算机工程》

DOI

2026

交叉定向抑制的双方向运动感知视觉神经网络

安超越，胡滨

《计算机工程与应用》

2026

基于动态抑制机制的运动新目标检测神经网络

秦亚军，段方延，胡滨

《计算机工程与设计》

2026

重叠感受野间隙耦合的方向差分运动感知神经网络

陶星宇，胡滨

《计算机科学与探索》

2026

复杂场景下的生物启发人群逃逸检测神经网络

冯涛，胡滨，徐光源

《计算机工程》

2026

WDANet: Wasserstein Distribution Inspired Dynamic Adversarial Network for EEG-Based Cross-Domain Depression Recognition

Jian Shen, Kang Wang, Zeguang Zhao, Yanan Zhang, Fu-Ze Tian, Xiao-Wei Zhang, Qun-Xi Dong, Bin Hu

IEEE Transactions on Affective Computing

DOI

2026

A Gradient-based yet Spike-Timing-Dependent Solution to the Feedback Learning Problem in Neural Microcircuits

Xiang-Nan Zhang, Jing-Xin Liu, Ran-Qi Lu, Jing-Yu Liu, Qun-Xi Dong, Fu-Ze Tian, Lixian Zhu, Bin Hu, Björn W. Schuller

2026

CMD$^{3}$: Cross-Modal Decoupled Deformable Distillation for EEG-fNIRS Fusion

Tianqi Fan, Fu-Ze Tian, Su Wang, Hao-Yan Zhang, Gang Luo, Lixian Zhu, Jing-Xin Liu, Lei Jiang, Ran Cai, Qun-Xi Dong, Bin Hu

IEEE Transactions on Affective Computing

DOI

2026

Heart-Brain Symbiosis and Neuromodulation: From Mechanism Discovery to Closed-Loop Synergistic Management

Jing-Xin Liu, Jinhee Kang, Lixian Zhu, Jia-Yao Liu, Hanshu Cai, Xiao-Li Liu, Bin Hu

IEEE Transactions on Computational Social Systems

DOI

2026

Hybrid Source Selection Fusion Domain-Invariant Attention for Cross-Subject Emotion Recognition

Gang Luo, Yao Zou, Shuai-Xia Xu, Wei Zhang, Lixian Zhu, Fu-Ze Tian, Na Chu, Kun Qian, Xiao-Wei Li, Jing-Xin Liu, Shuting Sun, Bin Hu

IEEE Transactions on Affective Computing

DOI

2026

Enhancing Cross-Dataset EEG Microstate Decoding: A Frequency-Band Dependent Framework with Bidirectional Long Short-term Memory Network

Kunbo Cui, Li-Xin Zhang, Hua Jiang, Zhongqing Wu, Fu-Ze Tian, Mingqi Zhao, Qing-Lin Zhao, Bin Hu

Neurocomputing

DOI

2026

Multimodal Wearable-Based Olfactory-Induced Emotion Recognition in Arousal-Valence Dimensions

Chen-Yang Xu, Lan Zhang, Feiyi Fan, Bin Hu, Qing-Hao Meng

2025

生物启发的运动行人视觉不变性响应神经网络

于世海，胡滨

《计算机科学》

2025

生物启发的无人机航拍前景提取视觉神经网络

杨旭涛，秦进，胡滨

《计算机工程与设计》

DOI

2025

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant

Wei Li, Bin Hu, Rui Shao, Le-Yang Shen, Li-Qiang Nie

Computer Vision and Pattern Recognition

DOI

2025

E-DANN: An Enhanced Domain Adaptation Network for Audio-EEG Feature Decoupling in Explainable Depression Recognition

Qing-Lin Zhao, Hua Jiang, Zhongqing Wu, Li-Xin Zhang, Kunbo Cui, Kai Zheng, Jing-Yu Liu, Ran Cai, Mingqi Zhao, Fu-Ze Tian, Bin Hu

IEEE transactions on neural systems and rehabilitation engineering

DOI

2025

Machine Learning-Based Classification of SSVEP at 40Hz Induced by Diverse Optical Parameters

Xiaokun Jin, Yong Zhou, Ming-Ming Fei, Yue Zhao, Fu-Ze Tian, Bin Hu, Yizhou Tan, Lixian Zhu

2025 19th International Conference on Complex Medical Engineering (CME)

DOI

2025

Online Sequential EEG Emotion Recognition with Prototypical Alignment Based Transfer Model

Jia-Yao Liu, Chengcheng Zheng, Lixian Zhu, Fu-Ze Tian, Jing-Xin Liu, Bin Hu

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2025

ELAI-SGCN: An explainable lightweight adaptive information-perceiving spiking graph convolutional network for EEG-based emotion recognition

Jing-Xin Liu, Zikai Song, Xi-Hang Qiu, Ran Cai, Jian Zhang, Lixian Zhu, Fu-Ze Tian, Bin Hu

Neural Networks

DOI

2025

CFCDBN: Personalized Directional Brain Network Modeling of Cross-Frequency Coupling Alterations in Adolescent Anxiety Disorders

Dixin Wang, Na Chu, Shuting Sun, Cancheng Li, Gang Luo, Shanshan Qu, Lixian Zhu, Xiao-Hua Wan, Jing-Xin Liu, Bin Hu

IEEE journal of biomedical and health informatics

DOI

2024

CX3CR1 mediates motor dysfunction in mice through 5-HTR2a

Jingchun Pei, Yongwei Zou, Cheng Wan, Shuangshuang Liu, Bin Hu, Zhigao Li, Zhiwei Tang

Behavioural Brain Research，Vol. 461

DOI

2024

抑郁症EEG诊断的类脑学习模型

曾昊辰，胡滨，关治洪

《计算机工程与应用》

2024

VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making

Zuojin Tang, Bin Hu, Chenyang Zhao, De Ma, Gang Pan, Bing Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2023

复杂场景下多重损失的步态识别系统的实现

李长萍，于大海，郭豪，李杰，胡滨

《软件》

2022

基于情景记忆的运动小目标行人检测神经网络

张本康，胡滨

《计算机工程与应用》

2019

基于自注意力孪生神经网络的人脸识别——在家族人脸数据库上的亲属关系预测

胡滨，陶蓉

《信息与电脑》

2019

基于蝗虫视觉神经的运动模式识别研究及应用

胡滨

《贵州大学》

2005

足球视频的结构分析与概要

赵丕锡，胡滨，王秀坤，李国辉

《计算机工程与应用》

会议论文

2024

Sleep Stage Classification with Spiking Neural Networks and Transformers using Multi-Channel EEG Data

Junyan Li, Bin Hu, Zhi-Hong Guan, Bokun Zhang

《第43届中国控制会议论文集（14）》

DOI

2023

Raw Waveform-Based Speech Command Recognition with Impulsive Neural Networks

Hong-Zhou Chen, Bin Hu, Long Chen, Zhi-Hong Guan

《第35届中国控制与决策会议论文集（7）》

DOI

2022

Detecting COVID-19 on CT Images with Impulsive-Backpropagation Neural Networks

Liang Shan, Bin Hu, Long Chen, Zhi-Hong Guan

《第34届中国控制与决策会议论文集（10）》

DOI

2021

Trajectory Tracking Control of Heterogenous UGV-MMS system

Chao-Shuai Li, Long Chen, Bin Hu, Ding-Xue Zhang, Xin-Ming Cheng

《第33届中国控制与决策会议论文集（11）》

DOI

2021

Visual SLAM Based on Dynamic Object Detection

Bocheng Chen, Gang Peng, Dingxin He, Cheng Zhou, Bin Hu

《第33届中国控制与决策会议论文集（3）》

DOI

2021

Probabilistic Reward-Based Reinforcement Learning for Multi-Agent Pursuit and Evasion

Bo-Kun Zhang, Bin Hu, Long Chen, Ding-Xue Zhang, Xin-Ming Cheng, Zhi-Hong Guan

《第33届中国控制与决策会议论文集（12）》

DOI

2017

On Memristor-Based Impulsive Neural Networks with Time-Delay

Bin Hu, Zhi-Hong Guan, Zhi-Wei Liu, Xiao-Wei Jiang

《第29届中国控制与决策会议论文集（4）》

2015

Robust Control for Transient Stability and Voltage Regulation of Power System with Excitation Fault

Yu Zhong, Chao Yang, Bin Hu, Zhi-Wei Liu, Gui-Lin Zheng, Zhi-Hong Guan

《第27届中国控制与决策会议论文集（下册）》

精选作品

期刊论文

扫视抑制感受野重映射的视觉错位感知神经网络

温度系数自适应调节的最大熵强化学习方法

密集场景下的人群拥挤检测研究综述

交叉定向抑制的双方向运动感知视觉神经网络

基于动态抑制机制的运动新目标检测神经网络

重叠感受野间隙耦合的方向差分运动感知神经网络

复杂场景下的生物启发人群逃逸检测神经网络

WDANet: Wasserstein Distribution Inspired Dynamic Adversarial Network for EEG-Based Cross-Domain Depression Recognition

A Gradient-based yet Spike-Timing-Dependent Solution to the Feedback Learning Problem in Neural Microcircuits

CMD$^{3}$: Cross-Modal Decoupled Deformable Distillation for EEG-fNIRS Fusion

Heart-Brain Symbiosis and Neuromodulation: From Mechanism Discovery to Closed-Loop Synergistic Management

Hybrid Source Selection Fusion Domain-Invariant Attention for Cross-Subject Emotion Recognition

Enhancing Cross-Dataset EEG Microstate Decoding: A Frequency-Band Dependent Framework with Bidirectional Long Short-term Memory Network

Multimodal Wearable-Based Olfactory-Induced Emotion Recognition in Arousal-Valence Dimensions

生物启发的运动行人视觉不变性响应神经网络

生物启发的无人机航拍前景提取视觉神经网络

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant

E-DANN: An Enhanced Domain Adaptation Network for Audio-EEG Feature Decoupling in Explainable Depression Recognition

Machine Learning-Based Classification of SSVEP at 40Hz Induced by Diverse Optical Parameters

Online Sequential EEG Emotion Recognition with Prototypical Alignment Based Transfer Model

ELAI-SGCN: An explainable lightweight adaptive information-perceiving spiking graph convolutional network for EEG-based emotion recognition

CFCDBN: Personalized Directional Brain Network Modeling of Cross-Frequency Coupling Alterations in Adolescent Anxiety Disorders

CX3CR1 mediates motor dysfunction in mice through 5-HTR2a

抑郁症EEG诊断的类脑学习模型

VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making

复杂场景下多重损失的步态识别系统的实现

基于情景记忆的运动小目标行人检测神经网络

基于自注意力孪生神经网络的人脸识别——在家族人脸数据库上的亲属关系预测

基于蝗虫视觉神经的运动模式识别研究及应用

足球视频的结构分析与概要

会议论文

Sleep Stage Classification with Spiking Neural Networks and Transformers using Multi-Channel EEG Data

Raw Waveform-Based Speech Command Recognition with Impulsive Neural Networks

Detecting COVID-19 on CT Images with Impulsive-Backpropagation Neural Networks

Trajectory Tracking Control of Heterogenous UGV-MMS system

Visual SLAM Based on Dynamic Object Detection

Probabilistic Reward-Based Reinforcement Learning for Multi-Agent Pursuit and Evasion

On Memristor-Based Impulsive Neural Networks with Time-Delay

Robust Control for Transient Stability and Voltage Regulation of Power System with Excitation Fault

研究方向