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BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 13
Authors:  Li, Yang;  Zhao, Dongcheng;  Zeng, Yi
Favorite  |  View/Download:20/0  |  Submit date:2022/11/21
spiking neural network  bistability  neuromorphic computing  image classification  conversion  
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 1-13
Authors:  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi;  Wang, Jihang;  Zhang, Qian
Favorite  |  View/Download:16/0  |  Submit date:2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
受皮层丘脑环路启发的神经网络计算模型 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  赵东城
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皮层丘脑环路  跨脑区反馈  脑区内反馈  突触可塑性  脉冲神经网络  
受丘脑注意机制调控的信息融合的视觉跟踪方法及系统 专利
专利类型: 发明专利, 专利号: ZL 2019 1 0170679.1, 申请日期: 2021-03-16,
Inventors:  赵东城;  曾毅
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GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity 期刊论文
Authors:  Zhao, Dongcheng;  Zeng, Yi;  Zhang, Tielin;  Shi, Mengting;  Zhao, Feifei
Adobe PDF(3174Kb)  |  Favorite  |  View/Download:98/10  |  Submit date:2021/01/06
SNN  plasticity  brain  local STDP  global feedback alignment  
A Brain-Inspired Model of Theory of Mind 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 14, 页码: 17
Authors:  Zeng, Yi;  Zhao, Yuxuan;  Zhang, Tielin;  Zhao, Dongcheng;  Zhao, Feifei;  Lu, Enmeng
Adobe PDF(2347Kb)  |  Favorite  |  View/Download:77/8  |  Submit date:2021/01/07
theory of mind  false-belief task  brain inspired model  self-experience  connection maturation  inhibitory control  
基于皮层丘脑计算模型的图像分类方法 专利
专利类型: 发明专利, 专利号: ZL 2017 1 1332985.8, 申请日期: 2020-02-28,
Inventors:  赵东城;  曾毅;  孔庆群
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Dynamic fusion of convolutional features based on spatial and temporal attention for visual tracking 会议论文
, Budapest, Hungary, 14-19 July 2019
Authors:  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1953Kb)  |  Favorite  |  View/Download:52/8  |  Submit date:2021/06/10
Paraventricular Thalamus  Spatial Attention  Temporal Attention  
Brain-inspired Balanced Tuning for Spiking Neural Networks 会议论文
, Stockholm, Sweden, July 13-19, 2018
Authors:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Xu B(徐波);  Tielin Zhang, Yi Zeng
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Spiking Neural Network  
A Plasticity-centric Approach to Train the Non-differential Spiking Neural Networks 会议论文
, New Orleans, Louisiana, USA., February 2-7, 2018
Authors:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Shi MT(史梦婷);  Tielin Zhang, Yi Zeng
View  |  Adobe PDF(2572Kb)  |  Favorite  |  View/Download:417/110  |  Submit date:2018/10/12
Spiking Neural Network