基于概率图模型的大规模视觉皮层脉冲神经网络计算机理研究

61671266
2016
F0111.信号理论与信号处理
陈峰
面上项目
教授
清华大学
58万元
脉冲神经网络;视觉皮层;神经元推理;物体识别;概率图模型
2017-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 实现马尔科夫随机场概率编码的方法及神经电路 专利 陈峰;余肇飞;方莹
2 Revealing structure components of the retina by deep learning network 会议论文 Yan Qi;Yu Zhaofei;Chen Feng;Jian. K. Liu
3 多线索融合的目标跟踪方法 专利 陈峰;王建勇
4 Generative Memory for Lifelong Learning 期刊论文 Xin Su;Shangqi Guo;Tian Tan;Feng Chen
5 Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All 期刊论文 Yu Zhaofei;Guo Shangqi;Deng Fei;Yan Qi;Huang Keke;Liu Jian K.;Chen Feng
6 A unified neural circuit of causal inference and multisensory integration 期刊论文 Fang Ying;Yu Zhaofei;Liu Jian K;Chen Feng
7 Learning to Instruct Learning 会议论文 Dagui Chen;Feng Chen
8 基于无人机智能快递柜的收货退货物流系统 专利 陈峰;孙鹏飞;王贵锦
9 Transferable Environment Model With Disentangled Dynamics 期刊论文 Yan Qi;Guo Shangqi;Chen Dagui;Yang Zhile;Chen Feng
10 基于脉冲神经网络的图像特征描述和记忆方法 专利 陈峰;邓飞
11 Task Understanding from Confusing Multi-task Data 会议论文 Xin Su;Yizhou Jiang;Shangqi Guo;Feng Chen
12 基于重要性采样的推理算法及神经电路 专利 陈峰;余肇飞
13 Learning Effective Subgoals with Multi-Task Hierarchical Reinforcement Learning 会议论文 Dagui Chen;Qi Yan;Shangqi Guo;Zhile Yang;Xin Su;Feng Chen
14 Cycle representation-disentangling network: learning to completely disentangle spatial-temporal features in video 期刊论文 Pengfei Sun;Xin Su;Shangqi Guo;Feng Chen
15 Noise helps optimization escape from saddle points in the neural dynamics 会议论文 Ying Fang;Zhaofei Yu;Feng Chen
16 一种非接触式睡眠监测方法及系统 专利 陈峰;王祥宇;刘宇
17 Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks 期刊论文 Zhaofei Yu;Feng Chen;Jian K. Liu
18 Noise helps optimization escape from saddle points in the synaptic plasticity 期刊论文 Fang Ying;Yu Zhaofei;Chen Feng
19 Unification of MAP Estimation and Marginal Inference in Recurrent Neural Networks 期刊论文 Zhaofei Yu;Feng Chen;Fei Deng
20 A Robust Static Sign Language Recognition System Based on Hand Key Points Estimation 会议论文 Sun Pengfei;Chen Feng;Wang Guijin;Ren Jinsheng;Dong Jianwu
21 基于深度相机和基本姿势的人体行为识别方法及装置 专利 陈峰;孙鹏飞;王贵锦
22 Hierarchical Bayesian Inference and Learning in Spiking Neural Networks 期刊论文 Guo Shangqi;Yu Zhaofei;Deng Fei;Hu Xiaolin;Chen Feng
23 Adaptability Preserving Domain Decomposition for Stabilizing Sim2Real Reinforcement Learning 会议论文 Haichuan Gao;Zhile Yang;Xin Su;Tian Tan;Feng Chen
24 Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning 会议论文 Tianren Zhang;Shangqi Guo;Tian Tan;Tian Tan;Xiaolin Hu;Feng Chen
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