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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [2]
长春光学精密机械与物... [1]
采集方式
OAI收割 [3]
内容类型
期刊论文 [2]
会议论文 [1]
发表日期
2024 [1]
2021 [1]
2009 [1]
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Transformer-Based Spiking Neural Networks for Multimodal Audiovisual Classification
期刊论文
OAI收割
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 卷号: 16, 期号: 3, 页码: 1077-1086
作者:
Guo, Lingyue
;
Gao, Zeyu
;
Qu, Jinye
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/09/09
Neurons
Visualization
Task analysis
Membrane potentials
Transformers
Biological system modeling
Micromechanical devices
Audiovisual classification
audiovisual data sets
multimodal recognition
spiking neural network (SNN)
Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:
Zhang, Tielin
;
Jia, Shuncheng
;
Cheng, Xiang
;
Xu, Bo
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/01/27
Neurons
Biology
Convolution
Biological neural networks
Tuning
Membrane potentials
Kernel
Biologically plausible computing
neuronal dynamics
reward propagation
spiking neural network (SNN)
Configuring an electrostatic membrane reflector with potentials exerted on distributed electrodes (EI CONFERENCE)
会议论文
OAI收割
2009 IEEE International Conference on Mechatronics and Automation, ICMA 2009, August 9, 2009 - August 12, 2009, Changchun, China
作者:
Zhang P.
;
Shi G.
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2013/03/25
Electrostatic membrane reflector (EMR) is very promised for optical quality application with the merits of utra-lightweight and flexible. Configuring a circular membrane reflector with electrostatic potentials exerted on distributed electrodes can approximatively produce a parabolic shape. A 300mm EMR (made from polyimide) stretched by distributed electrodes below is designed
and the number of concentric electrodes needed for membrane shape forming is analysed. First
based on an analytical solution of Poisson's equation
determine the membrane control matrix by finding influence functions of 3 concentric electrodes and 6 control points on membrane surface in order to compute the needed voltages exerted on the distributed electrodes by the method of least-squares fitting. Then the final shape solved by finite element analysis with ANSYS is contrasted with the paraboloid and deviates greatly when the central displacement of membrane is beyond 2.5mm
but in this range increasing the number of electrodes and control points will get a better shape. The corresponding errors are analyzed
and the control method is concluded. Only using the integrated method of analytical computation
numerical analysis and experiment
the membrane shape of certain central displacement can be exactly predicted and controlled. 2009 IEEE.