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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
Learning Cognitive Map Representations for Navigation by Sensory-Motor Integration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 508-521
作者:
Zhao DY(赵冬晔)
;
Zhang, Zheng
;
Lu H(路红)
;
Cheng, Sen
;
Si BL(斯白露)
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  |  
浏览/下载:27/0
  |  
提交时间:2022/02/11
Visualization
Navigation
Robot sensing systems
Brain modeling
Hippocampus
Biological system modeling
Cognitive map
hippocampus
navigation
path integration
place cells
self-motion cues
sensorimotor integration
sensory-motor integration network model (SeMINet)
visual cues
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 期号: 0, 页码: 51
作者:
Liang, Qian
;
Zeng, Yi
;
Xu, Bo
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  |  
浏览/下载:25/0
  |  
提交时间:2020/08/24
spiking neural network
sequential memory
episodic memory
spike-timing-dependent plasticity
time perception
musical learning
Cognitive Template-Clustering Improved LineMod for Efficient Multi-object Pose Estimation
期刊论文
COGNITIVE COMPUTATION, 2020, 页码: 10
作者:
Zhang, Tielin
;
Yang, Yang
;
Zeng, Yi
;
Zhao, Yuxuan
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  |  
浏览/下载:13/0
  |  
提交时间:2020/06/02
Muller-Lyer illusion
Cognitive template-clustering
Brain-inspired computation
LineMod
6D pose estimation
Classifying Environmental Features From Local Observations of Emergent Swarm Behavior
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 674-682
作者:
Megan Emmons
;
Anthony A. Maciejewski
;
Charles Anderson
;
Edwin K. P. Chong
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  |  
浏览/下载:11/0
  |  
提交时间:2021/03/11
Biologically inspired robotics
environment exploration
multi-agent systems
swarm robotics
Enhanced biologically inspired model for image recognition based on a novel patch selection method with moment
期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2019, 卷号: 17, 期号: 2, 页码: 16
作者:
Lu, Yanfeng
;
Jia, Lihao
;
Qiao, Hong
;
Li, Yi
;
Qi, Zongshuai
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  |  
浏览/下载:68/0
  |  
提交时间:2019/04/23
Image recognition
classification
BIM
oriented Gaussian-Hermite moment
Gabor features
patch selection
Affine invariant fusion feature extraction based on geometry descriptor and BIT for object recognition
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: Vol.13 No.1, 页码: 57-72
作者:
Yu, Lingli
;
Xia, Xumei
;
Zhou, Kiajun
;
Zhao, Lijun
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/13
feature extraction
image recognition
affine transforms
object recognition
face recognition
edge detection
valuable technology
image recognition
bio-visual mechanism
object recognition method
fusion feature framework
geometry descriptor
double biologically inspired transformation
shape feature
interest detector
contour features
area estimation
affine region detector
area ratio feature vectors
orientation edge detector
local space frequency detector
DBIT feature vectors
weighted fusion strategy
Pearson correlation distance
geometry feature
highly stable recognition accuracy
feature invariance
selectivity
affine invariant fusion feature extraction
affine transformation
viewing angle
distance variations
affine invariant feature extraction
Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network
期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 11, 页码: 19
作者:
Dong, Meng
;
Huang, Xuhui
;
Xu, Bo
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  |  
浏览/下载:42/0
  |  
提交时间:2019/07/12
Learning of human-like algebraic reasoning using deep feedforward neural networks
期刊论文
BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2018, 卷号: 25, 页码: 43-50
作者:
Cai, Cheng-Hao
;
Xu, Yanyan
;
Ke, Dengfeng
;
Su, Kaile
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  |  
浏览/下载:18/0
  |  
提交时间:2019/12/16
Reasoning-based learning
Deep learning
Algebraic reasoning
Neural network reasoning
A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 420-431
作者:
Yin, Peijie
;
Qiao, Hong
;
Wu, Wei
;
Qi, Lu
;
Li, Yinlin
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  |  
浏览/下载:34/0
  |  
提交时间:2018/07/30
Biologically inspired model
object recognition
semantic learning
structural learning
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