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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
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Dendritic Nonlinearity
Dendritic Spatial Gating Module
Dendritic Temporal Adjust Module
Spiking Neural Networks
Improving the two-step two-frequency upconversion luminescence of Er3+in 70TeO2-20ZnO-10GeO2 glass ceramic by doping CaF2
期刊论文
JOURNAL OF LUMINESCENCE, 2023, 卷号: 264
作者:
Han, Dongcheng
;
Yang, Shizhi
;
Zhao, Qiang
;
Zhang, Liangliang
;
Deng, Yan
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/10
Two-step two-frequency
Upconversion luminescence
Three-dimensional volumetric display
Tellurite glass ceramic
CaF2
EventMix: An efficient data augmentation strategy for event-based learning
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Event based data augmentation
Neuromorphic data
Spiking neural networks
Reasonable label assignment
Gaussian mixture model
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
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Dong, Yiting
;
Zeng, Yi
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  |  
浏览/下载:0/0
  |  
提交时间: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
作者:
Dong, Yiting
;
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Spiking neural network
Unsupervised
Plasticity learning rule
Brain inspired connection
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
作者:
Li, Yang
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:14/0
  |  
提交时间: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
作者:
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
;
Wang, Jihang
;
Zhang, Qian
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/11/14
Spiking Neural Network
Capsual Neural Netowrk
Biologically Plausible Routing
Noise Robustness
Affine Transformation Robustness
Diversified strategy for the synthesis of DNA-encoded oxindole libraries
期刊论文
CHEMICAL SCIENCE, 2021, 卷号: 12, 期号: 8, 页码: 2841-2847
作者:
Wang, Xuan
;
Liu, Jiaxiang
;
Yan, Ziqin
;
Liu, Xiaohong
;
Liu, Sixiu
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  |  
浏览/下载:23/0
  |  
提交时间:2021/05/24
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:
Zhao, Dongcheng
;
Zeng, Yi
;
Zhang, Tielin
;
Shi, Mengting
;
Zhao, Feifei
收藏
  |  
浏览/下载:16/0
  |  
提交时间: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
作者:
Zeng, Yi
;
Zhao, Yuxuan
;
Zhang, Tielin
;
Zhao, Dongcheng
;
Zhao, Feifei
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/01/07
theory of mind
false-belief task
brain inspired model
self-experience
connection maturation
inhibitory control
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