Frontiers in Computational Neuroscience

Original Research

Published on 18 Oct 2021

Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder

Yanling An
Shaohai Hu
Xiaoying Duan
Ling Zhao
Caiyun Xie
Yingying Zhao

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.743426

7,811 views
34 citations

Original Research

Published on 07 Oct 2021

Network Model With Reduced Metabolic Rate Predicts Spatial Synchrony of Neuronal Activity

Pangyu Joo
Heonsoo Lee
Shiyong Wang
Seunghwan Kim
Anthony G. Hudetz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.738362

6,666 views
7 citations

Original Research

Published on 07 Oct 2021

How Many Muscles? Optimal Muscles Set Search for Optimizing Myocontrol Performance

Cristian Camardella
Melisa Junata
King Chun Tse
Antonio Frisoli
Raymond Kai-Yu Tong

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.668579

6,627 views
7 citations

Review

Published on 01 Oct 2021

Review on Emotion Recognition Based on Electroencephalography

Haoran Liu
Ying Zhang
Yujun Li
Xiangyi Kong

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.758212

44,649 views
113 citations

Original Research

Published on 01 Oct 2021

Bridging Hierarchies in Multi-Scale Models of Neural Systems: Look-Up Tables Enable Computationally Efficient Simulations of Non-linear Synaptic Dynamics

Duy-Tan J. Pham
Gene J. Yu
Jean-Marie C. Bouteiller
Theodore W. Berger

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.733155

7,168 views
3 citations

Original Research

Published on 28 Sep 2021

Generalised Analog LSTMs Recurrent Modules for Neural Computing

Kazybek Adam
Kamilya Smagulova
Alex James

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.705050

8,267 views
8 citations

Hypothesis and Theory

Published on 22 Sep 2021

A Plane-Dependent Model of 3D Grid Cells for Representing Both 2D and 3D Spaces Under Various Navigation Modes

Ziyi Gong
Fangwen Yu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.739515

9,505 views
5 citations

Original Research

Published on 20 Sep 2021

A Neuron-Glial Model of Exosomal Release in the Onset and Progression of Alzheimer's Disease

Hina Shaheen
Sundeep Singh
Roderick Melnik

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.653097

5,481 views
16 citations

Original Research

Published on 10 Sep 2021

RETRACTED: Cerebral Microbleed Detection via Convolutional Neural Network and Extreme Learning Machine

Siyuan Lu
Shuaiqi Liu
Shui-Hua Wang
Yu-Dong Zhang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.738885

5,457 views
7 citations

Original Research

Published on 09 Sep 2021

Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data

Laura Tomaz Da Silva
Nathalia Bianchini Esper
Duncan D. Ruiz
Felipe Meneguzzi
Augusto Buchweitz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.594659

7,574 views
18 citations

Original Research

Published on 08 Sep 2021

Identification of Emotion Using Electroencephalogram by Tunable Q-Factor Wavelet Transform and Binary Gray Wolf Optimization

Siyu Li
Xiaotong Lyu
Lei Zhao
Zhuangfei Chen
Anmin Gong
Yunfa Fu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.732763

4,255 views
10 citations

Editorial

Published on 08 Sep 2021

Editorial: Memristor Computing for Neuromorphic Systems

Kyeong-Sik Min
Fernando Corinto

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.755405

4,232 views
4 citations

Editorial

Published on 01 Sep 2021

Editorial: Understanding the Importance of Temporal Coupling of Neural Activities in Information Processing Underlying Action and Perception

Daya Shankar Gupta
Andreas Bahmer

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.729296

4,807 views
8 citations

Original Research

Published on 01 Sep 2021

An Approach for Stabilizing Abnormal Neural Activity in ADHD Using Chaotic Resonance

Sou Nobukawa
Nobuhiko Wagatsuma
Haruhiko Nishimura
Hirotaka Doho
Tetsuya Takahashi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.726641

8,757 views
11 citations

Brief Research Report

Published on 24 Aug 2021

Quantifying the Brain Predictivity of Artificial Neural Networks With Nonlinear Response Mapping

Aditi Anand
Sanchari Sen
Kaushik Roy

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.609721

4,289 views
2 citations

Hypothesis and Theory

Published on 23 Aug 2021

The Concept of Symmetry and the Theory of Perception

Zygmunt Pizlo
J. Acacio de Barros

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.681162

18,302 views
16 citations

Original Research

Published on 17 Aug 2021

Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds

Yuhang Cai
Tianyi Wu
Louis Tao
Zhuo-Cheng Xiao

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.678688

5,615 views
3 citations

Original Research

Published on 04 Aug 2021

Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs

Thanh-Tung Trinh
Chia-Fen Tsai
Yu-Tsung Hsiao
Chun-Ying Lee
Chien-Te Wu
Yi-Hung Liu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.700467

10,624 views
31 citations

Original Research

Published on 04 Aug 2021

Nonlinear Dendritic Coincidence Detection for Supervised Learning

Fabian Schubert
Claudius Gros

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.718020

5,194 views
3 citations

Original Research

Published on 03 Aug 2021

Accelerating Inference of Convolutional Neural Networks Using In-memory Computing

Martino Dazzi
Abu Sebastian
Luca Benini
Evangelos Eleftheriou

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.674154

13,519 views
25 citations

Original Research

Published on 29 Jul 2021

Sparse Granger Causality Analysis Model Based on Sensors Correlation for Emotion Recognition Classification in Electroencephalography

Dongwei Chen
Rui Miao
Zhaoyong Deng
Na Han
Chunjian Deng

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.684373

8,452 views
11 citations

Original Research

Published on 28 Jul 2021

Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy

Shirin Dora
Sander M. Bohte
Cyriel M. A. Pennartz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.666131

9,303 views
27 citations

Editorial

Published on 26 Jul 2021

Editorial: Cognitive NeuroIntelligence

Yiying Song
Si Wu
Ke Zhou
Jia Liu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.718518

6,278 views
1 citation

Hypothesis and Theory

Published on 26 Jul 2021

Human Texture Vision as Multi-Order Spectral Analysis

Kosuke Okada
Isamu Motoyoshi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2021.692334

6,937 views
9 citations

135 Publications

volumes

Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder

Network Model With Reduced Metabolic Rate Predicts Spatial Synchrony of Neuronal Activity

How Many Muscles? Optimal Muscles Set Search for Optimizing Myocontrol Performance

Review on Emotion Recognition Based on Electroencephalography

Bridging Hierarchies in Multi-Scale Models of Neural Systems: Look-Up Tables Enable Computationally Efficient Simulations of Non-linear Synaptic Dynamics

Generalised Analog LSTMs Recurrent Modules for Neural Computing

A Plane-Dependent Model of 3D Grid Cells for Representing Both 2D and 3D Spaces Under Various Navigation Modes

A Neuron-Glial Model of Exosomal Release in the Onset and Progression of Alzheimer's Disease

RETRACTED: Cerebral Microbleed Detection via Convolutional Neural Network and Extreme Learning Machine

Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data

Identification of Emotion Using Electroencephalogram by Tunable Q-Factor Wavelet Transform and Binary Gray Wolf Optimization

Editorial: Memristor Computing for Neuromorphic Systems

Editorial: Understanding the Importance of Temporal Coupling of Neural Activities in Information Processing Underlying Action and Perception

An Approach for Stabilizing Abnormal Neural Activity in ADHD Using Chaotic Resonance

Quantifying the Brain Predictivity of Artificial Neural Networks With Nonlinear Response Mapping

The Concept of Symmetry and the Theory of Perception

Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds

Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs

Nonlinear Dendritic Coincidence Detection for Supervised Learning

Accelerating Inference of Convolutional Neural Networks Using In-memory Computing

Sparse Granger Causality Analysis Model Based on Sensors Correlation for Emotion Recognition Classification in Electroencephalography

Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy

Editorial: Cognitive NeuroIntelligence

Human Texture Vision as Multi-Order Spectral Analysis