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Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
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Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Favorite  |  View/Download:22/0  |  Submit date:2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 799-808
Authors:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
Favorite  |  View/Download:64/0  |  Submit date:2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
EventMix: An efficient data augmentation strategy for event-based learning 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
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Event based data augmentation  Neuromorphic data  Spiking neural networks  Reasonable label assignment  Gaussian mixture model  
N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning 期刊论文
SCIENTIFIC DATA, 2022, 卷号: 9, 期号: 1, 页码: 9
Authors:  Li, Yang;  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
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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
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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:173/0  |  Submit date:2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
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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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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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