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Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Zhang, Chuncheng;  Qiu, Shuang;  Wang, Shengpei;  He, Huiguang
Favorite  |  View/Download:18/0  |  Submit date:2021/04/27
RSVP  ERP  MEG  CNN  SVM  
Brain Inspired Sequences Production by Spiking Neural Networks With Reward-Modulated STDP 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Fang, Hongjian;  Zeng, Yi;  Zhao, Feifei
Favorite  |  View/Download:25/0  |  Submit date:2021/04/06
brain-inspired intelligence  spiking neural network  reward-medulated STDP  population coding  reinforcement learning  
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
Authors:  Zhao, Dongcheng;  Zeng, Yi;  Zhang, Tielin;  Shi, Mengting;  Zhao, Feifei
Adobe PDF(3174Kb)  |  Favorite  |  View/Download:37/3  |  Submit date:2021/01/06
SNN  plasticity  brain  local STDP  global feedback alignment  
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
Authors:  Liang, Qian;  Zeng, Yi;  Xu, Bo
Adobe PDF(4971Kb)  |  Favorite  |  View/Download:27/1  |  Submit date:2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN) 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 9
Authors:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Favorite  |  View/Download:30/0  |  Submit date:2020/06/22
deep convolutional neural network  neural object representation  inferotemporal cortex  non-uniqueness  image object representation  
A Curiosity-Based Learning Method for Spiking Neural Networks (vol 14, 7, 2020) 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 1
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
Favorite  |  View/Download:36/0  |  Submit date:2020/06/22
curiosity  spiking neural network  novelty  STDP  voltage-driven plasticity-centric SNN  
A Curiosity-Based Learning Method for Spiking Neural Networks 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
View  |  Adobe PDF(1349Kb)  |  Favorite  |  View/Download:92/16  |  Submit date:2020/04/27
Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn  
A Fast Contour Detection Model Inspired by Biological Mechanisms in Primary Vision System 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2018, 卷号: 12, 期号: 12, 页码: 28
Authors:  Kang, Xiaomei;  Kong, Qingqun;  Zeng, Yi;  Xu, Bo;  Ceng Y(曾毅)
View  |  Adobe PDF(2315Kb)  |  Favorite  |  View/Download:191/41  |  Submit date:2018/05/08
Primary Visual System  Biological Mechanism  Contour Detection  Prior Filtering  Uniform Sampling  Sparse Coding  
Commentary: Using goal-driven deep learning models to understand sensory cortex 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2018, 卷号: 12
Authors:  Dong, Qiulei;  Wang, Hong;  Hu, Zhanyi
Favorite  |  View/Download:71/0  |  Submit date:2018/10/10
Goal-driven Deep Learning Models  Hierarchical Convolutional Neural Network  It Neuron  Categorization  Convergent Features  
Comparison of IT Neural Response Statistics with Simulations 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 卷号: 11
Authors:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Favorite  |  View/Download:81/0  |  Submit date:2018/03/03
Synthetic Neuron Response  Single-neuron Selectivity  Population Sparseness  Response Statistics