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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
Emotional brain network decoded by biological spiking neural network
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:
Xu, Hubo
;
Cao, Kexin
;
Chen, Hongguang
;
Abudusalamu, Awuti
;
Wu, Wei
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
emotion
affective computing
brain network
neural oscillation
neuroregulation
self-backpropagation
spiking neural network
brain-computer interface
Pattern formation in a thermosensitive neural network
期刊论文
Communications in Nonlinear Science and Numerical Simulation, 2022, 卷号: 111
作者:
Xu, Ying
;
Ma, Jun
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  |  
浏览/下载:34/0
  |  
提交时间:2022/06/20
Backpropagation
Bifurcation (mathematics)
Brain
Neural networks
Thermal gradients
Thermistors
Timing circuits
Formation stability
Membrane potentials
Neural circuits
Neural-networks
Pattern
Pattern formation
Pattern synchronization
Synchronization stability
Thermo sensitive
Thermosensitive neuron
Modeling learnable electrical synapse for high precision spatio-temporal recognition
期刊论文
NEURAL NETWORKS, 2022, 卷号: 149, 页码: 184-194
作者:
Wu, Zhenzhi
;
Zhang, Zhihong
;
Gao, Huanhuan
;
Qin, Jun
;
Zhao, Rongzhen
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  |  
浏览/下载:36/0
  |  
提交时间:2022/07/25
Electrical synapse
coupling
Leaky-integrate-and-fire model
Spatio-temporal information
Bio-plausible neuronal dynamics
Medical lesion segmentation by combining multimodal images with modality weighted UNet
期刊论文
MEDICAL PHYSICS, 2022
作者:
Zhu, Xiner
;
Wu, Yichao
;
Hu, Haoji
;
Zhuang, Xianwei
;
Yao, Jincao
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  |  
浏览/下载:21/0
  |  
提交时间:2022/05/16
attention
deep neural networks
medical image segmentation
multimodality fusion
A new method for detecting mixed bacteria based on multi-wavelength transmission spectroscopy technology
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2022, 卷号: 270
作者:
Feng, Chun
;
Zhao, Nanjing
;
Yin, Gaofang
;
Gan, Tingting
;
Yang, Ruifang
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  |  
浏览/下载:76/0
  |  
提交时间:2022/03/21
Spectral separation
Bacteria
Monte carlo
Principal component analysis
Backpropagation neural networks
Multi-wavelength transmission spectrum
Soil Salinity Inversion Model of Oasis in Arid Area Based on UAV Multispectral Remote Sensing
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 8
作者:
Zhao, Wenju
;
Zhou, Chun
;
Zhou, Changquan
;
Ma, Hong
;
Wang, Zhijun
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  |  
浏览/下载:16/0
  |  
提交时间:2022/06/20
Agriculture
Antennas
Arid regions
Decision trees
Food supply
Mean square error
Neural networks
Soil surveys
Soils
Statistical tests
Support vector machines
Unmanned aerial vehicles (UAV)
Vegetation
Arid area
Inversion models
Multi-spectral image data
Multispectral remote sensing
Remote sensing inversion model
Remote-sensing
Soil salinity
Soil salinization
Soil salt content
Soil salts
Extreme learning machine and genetic algorithm in quantitative analysis of sulfur hexafluoride by infrared spectroscopy
期刊论文
APPLIED OPTICS, 2022, 卷号: 61, 期号: 10, 页码: 2834-2841
作者:
Liu, Huan
;
Zhu, Jun
;
Yin, Huan
;
Yan, Qiangqiang
;
Liu, Hong
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/04/22
How to wake up the electric synapse coupling between neurons?
期刊论文
Nonlinear Dynamics, 2022, 卷号: 108, 期号: 2, 页码: 1681-1695
作者:
Zhou, Ping
;
Zhang, Xiufang
;
Ma, Jun
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/04/21
Backpropagation
Energy balance
Neural networks
Energy
Energy functions
Field energy
Firing modes
Hamilton energy
Hamiltons
In-field
Neuron modeling
Synapse connections
Synapse function
Complex-Valued Neural Networks: A Comprehensive Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:
ChiYan Lee
;
Hideyuki Hasegawa
;
Shangce Gao
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/08/01
Complex activation function
complex backpropagation algorithm
complex-valued learning algorithm
complex-valued neural network
deep learning
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