Frontiers in Computational Neuroscience

Original Research

Published on 17 Nov 2022

Outer-synchronization criterions for asymmetric recurrent time-varying neural networks described by differential-algebraic system via data-sampling principles

Ping Li
Qing Liu
Zhibing Liu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1029235

4,334 views

Original Research

Published on 17 Nov 2022

Perineuronal nets restrict transport near the neuron surface: A coarse-grained molecular dynamics study

Kine Ødegård Hanssen
Anders Malthe-Sørenssen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.967735

6,392 views
3 citations

Original Research

Published on 16 Nov 2022

Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification

Sunil Kumar Prabhakar
Young-Gi Ju
Harikumar Rajaguru
Dong-Ok Won

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1016516

5,859 views
1 citation

Original Research

Published on 16 Nov 2022

A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels

Liuyuan He
Yutao He
Lei Ma
Tiejun Huang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1034446

4,819 views
1 citation

Original Research

Published on 16 Nov 2022

Bayesian continual learning via spiking neural networks

Nicolas Skatchkovsky
Hyeryung Jang
Osvaldo Simeone

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1037976

8,095 views
12 citations

Original Research

Published on 16 Nov 2022

Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks

Jangho Lee
Jeonghee Jo
Byounghwa Lee
Jung-Hoon Lee
Sungroh Yoon

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1062678

7,494 views
1 citation

Original Research

Published on 15 Nov 2022

GAPCNN with HyPar: Global Average Pooling convolutional neural network with novel NNLU activation function and HYBRID parallelism

Gousia Habib
Shaima Qureshi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1004988

5,098 views
10 citations

Original Research

Published on 14 Nov 2022

A multi-frame network model for predicting seizure based on sEEG and iEEG data

Liangfu Lu
Feng Zhang
Yubo Wu
Songnan Ma
Xin Zhang
Guangjian Ni

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1059565

4,145 views
1 citation

Original Research

Published on 09 Nov 2022

Research on the multi-granularity method of role engineering

Yongmei Jiao
Menghan Zhang
Yu Wu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1020277

4,263 views

Original Research

Published on 09 Nov 2022

High precision visual localization method of UAV based on feature matching

Bayang Xue
Zhong Yang
Luwei Liao
Chi Zhang
Hao Xu
Qiuyan Zhang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1037623

5,256 views
4 citations

Perspective

Published on 07 Nov 2022

Artificial intelligence insights into hippocampal processing

Hannah S. Wirtshafter
Matthew A. Wilson

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1044659

6,872 views
2 citations

Original Research

Published on 04 Nov 2022

A comparative analysis of masking empirical mode decomposition and a neural network with feed-forward and back propagation along with masking empirical mode decomposition to improve the classification performance for a reliable brain-computer interface

D. Jaipriya
K. C. Sriharipriya

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1010770

2,557 views
3 citations

Original Research

Published on 04 Nov 2022

A computational classification method of breast cancer images using the VGGNet model

Abdullah Khan
Asfandyar Khan
Muneeb Ullah
Muhammad Mansoor Alam
Javed Iqbal Bangash
Mazliham Mohd Suud

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1001803

2,130 views
5 citations

Original Research

Published on 04 Nov 2022

Disinhibitory circuit mediated by connections from vasoactive intestinal polypeptide to somatostatin interneurons underlies the paradoxical decrease in spike synchrony with increased border ownership selective neuron firing rate

Nobuhiko Wagatsuma
Haruka Shimomura
Sou Nobukawa

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.988715

1,600 views

Original Research

Published on 04 Nov 2022

Intelligent recommendation system based on decision model of archive translation tasks

Chen Lilan
Chen Yongsheng

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1048047

2,181 views

Original Research

Published on 04 Nov 2022

Light-efficient channel attention in convolutional neural networks for tic recognition in the children with tic disorders

Fudi Geng
Qiang Ding
Wanyu Wu
Xiangyang Wang
Yanping Li
Jinhua Sun
Rui Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.1047954

1,962 views
5 citations

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Articles

Outer-synchronization criterions for asymmetric recurrent time-varying neural networks described by differential-algebraic system via data-sampling principles

Perineuronal nets restrict transport near the neuron surface: A coarse-grained molecular dynamics study

Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification

A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels

Bayesian continual learning via spiking neural networks

Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks

GAPCNN with HyPar: Global Average Pooling convolutional neural network with novel NNLU activation function and HYBRID parallelism

A multi-frame network model for predicting seizure based on sEEG and iEEG data

Research on the multi-granularity method of role engineering

High precision visual localization method of UAV based on feature matching

Artificial intelligence insights into hippocampal processing

A comparative analysis of masking empirical mode decomposition and a neural network with feed-forward and back propagation along with masking empirical mode decomposition to improve the classification performance for a reliable brain-computer interface

A computational classification method of breast cancer images using the VGGNet model

Disinhibitory circuit mediated by connections from vasoactive intestinal polypeptide to somatostatin interneurons underlies the paradoxical decrease in spike synchrony with increased border ownership selective neuron firing rate

Intelligent recommendation system based on decision model of archive translation tasks

Light-efficient channel attention in convolutional neural networks for tic recognition in the children with tic disorders