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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
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition
期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:
Yao, Man
;
Zhang, Hengyu
;
Zhao, Guangshe
;
Zhang, Xiyu
;
Wang, Dingheng
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Spiking neural network
Event-based vision
Neuromorphic computing
Attention mechanism
Brain-inspired computing
General spiking neural network framework for the learning trajectory from a noisy mmWave radar
期刊论文
Neuromorphic Computing and Engineering, 2022, 卷号: 2, 期号: 3
作者:
Liu,Xin
;
Yan,Mingyu
;
Deng,Lei
;
Wu,Yujie
;
Han,De
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  |  
浏览/下载:6/0
  |  
提交时间:2023/05/31
millimeter wave radar
spiking neural networks
attention mechanism
model robustness
trajectory estimation
Controlled Growth of Wafer-Scale Transition Metal Dichalcogenides with a Vertical Composition Gradient for Artificial Synapses with High Linearity
期刊论文
ACS NANO, 2022, 卷号: 16, 期号: 8, 页码: 12318-12327
作者:
Tang, Lei
;
Teng, Changjiu
;
Xu, Runzhang
;
Zhang, Zehao
;
Khan, Usman
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  |  
浏览/下载:17/0
  |  
提交时间:2022/10/08
vertical composition gradient
transition metal dichalcogenides
chemical vapor deposition
wafer-scale
artificial synapses
device array
linearity
Phase-Transition-Induced VO2 Thin Film IR Photodetector and Threshold Switching Selector for Optical Neural Network Applications
期刊论文
ADVANCED ELECTRONIC MATERIALS, 2021
作者:
Zhou, Xi
;
Zhao, Liang
;
Zhen, Weili
;
Lin, Yinyue
;
Wang, Chunlin
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  |  
浏览/下载:51/0
  |  
提交时间:2021/05/06
neuromorphic computing
optical neural networks
photodetectors
threshold switching
vanadium dioxide
NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 923-936
作者:
Chen, Guang
;
Liu, Peigen
;
Liu, Zhengfa
;
Tang, Huajin
;
Hong, Lin
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  |  
浏览/下载:35/0
  |  
提交时间:2021/01/07
Neuromorphics
Vision sensors
Event detection
Cameras
Feature extraction
Legged locomotion
Signal processing algorithms
Abnormal event detection
video surveillance
optical flow
event based descriptors
neuromorphic vision sensor
NeuroBiometric: An Eye Blink Based Biometric Authentication System Using an Event-Based Neuromorphic Vision Sensor
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 206-218
作者:
Guang Chen
;
Fa Wang
;
Xiaoding Yuan
;
Zhijun Li
;
Zichen Liang
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/04/09
Biometrics
biometric autentication
event-based vision
neuromorphic vision
Microcombs for ultrahigh bandwidth optical data transmission and neural networks
会议论文
Virtual, Online, Czech republic, 2021-04-19
作者:
Tan, M.
;
Xu, X.
;
Corcoran, B.
;
Wu, J.
;
Boes, A.
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  |  
浏览/下载:29/0
  |  
提交时间:2021/07/20
Optical neural networks
neuromorphic processor
microcomb
convolutional accelerator
data transmission
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 18
作者:
He, Wei
;
Huang, Jinguo
;
Wang, Tengxiao
;
Lin, Yingcheng
;
He, Junxian
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2020/12/10
address-event representation (AER)
Random Ferns
object classification
neuromorphic hardware
online learning
on-chip learning
Sub-nanosecond memristor based on ferroelectric tunnel junction
期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11
作者:
Ma, Chao
;
Luo, Zhen
;
Huang, Weichuan
;
Zhao, Letian
;
Chen, Qiaoling
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2020/11/26
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