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

by Dongwei Chen, Rui Miao, Zhaoyong Deng, Zhaoyong Deng, Na Han, Chunjian Deng
Published 2021-07-01

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

by Thanh-Tung Trinh, Chia-Fen Tsai, Chia-Fen Tsai, Yu-Tsung Hsiao, Chun-Ying Lee, Chien-Te Wu, Yi-Hung Liu
Published 2021-08-01

Nonlinear Dendritic Coincidence Detection for Supervised Learning

by Fabian Schubert, Claudius Gros
Published 2021-08-01

Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems

by Ian D. Jordan, Ian D. Jordan, Piotr Aleksander Sokół, Il Memming Park, Il Memming Park, Il Memming Park
Published 2021-07-01

Learning Invariant Object and Spatial View Representations in the Brain Using Slow Unsupervised Learning

by Edmund T. Rolls, Edmund T. Rolls
Published 2021-07-01

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

by Shirin Dora, Shirin Dora, Sander M. Bohte, Sander M. Bohte, Cyriel M. A. Pennartz
Published 2021-07-01

Human Texture Vision as Multi-Order Spectral Analysis

by Kosuke Okada, Isamu Motoyoshi
Published 2021-07-01

Structural Features of the Human Connectome That Facilitate the Switching of Brain Dynamics via Noradrenergic Neuromodulation

by Carlos Coronel-Oliveros, Carlos Coronel-Oliveros, Samy Castro, Samy Castro, Rodrigo Cofré, Rodrigo Cofré, Patricio Orio, Patricio Orio
Published 2021-07-01

Accelerating Inference of Convolutional Neural Networks Using In-memory Computing

by Martino Dazzi, Martino Dazzi, Abu Sebastian, Luca Benini, Evangelos Eleftheriou
Published 2021-08-01

Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds

by Yuhang Cai, Tianyi Wu, Tianyi Wu, Louis Tao, Louis Tao, Zhuo-Cheng Xiao
Published 2021-08-01

Discrete Dynamics of Dynamic Neural Fields

by Eddy Kwessi
Published 2021-07-01

Mind Causality: A Computational Neuroscience Approach

by Edmund T. Rolls, Edmund T. Rolls
Published 2021-07-01

Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices

by Katie Spoon, Hsinyu Tsai, An Chen, Malte J. Rasch, Stefano Ambrogio, Charles Mackin, Andrea Fasoli, Alexander M. Friz, Pritish Narayanan, Milos Stanisavljevic, Geoffrey W. Burr
Published 2021-07-01

Can Deep Learning Hit a Moving Target? A Scoping Review of Its Role to Study Neurological Disorders in Children

by Saman Sargolzaei
Published 2021-05-01

Identification of Exploration and Exploitation Balance in the Silkmoth Olfactory Search Behavior by Information-Theoretic Modeling

by Cesar A. Hernandez-Reyes, Shumpei Fukushima, Shumpei Fukushima, Shunsuke Shigaki, Daisuke Kurabayashi, Takeshi Sakurai, Ryohei Kanzaki, Hideki Sezutsu
Published 2021-02-01

Numerical Study on Electrode Design for Rodent Deep Brain Stimulation With Implantations Cranial to Targeted Nuclei

by Konstantin Butenko, Rüdiger Köhling, Rüdiger Köhling, Ursula van Rienen, Ursula van Rienen
Published 2021-02-01

A Neuromechanical Model of Multiple Network Rhythmic Pattern Generators for Forward Locomotion in C. elegans

by Erick Olivares, Eduardo J. Izquierdo, Eduardo J. Izquierdo, Randall D. Beer, Randall D. Beer
Published 2021-02-01

EEGs Vary Less Between Lab and Home Locations Than They Do Between People

by Kaare B. Mikkelsen, Yousef R. Tabar, Christian B. Christensen, Preben Kidmose
Published 2021-02-01

Transfer of Learning in the Convolutional Neural Networks on Classifying Geometric Shapes Based on Local or Global Invariants

by Yufeng Zheng, Jun Huang, Tianwen Chen, Yang Ou, Wu Zhou
Published 2021-02-01

Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs

by Bruno Golosio, Bruno Golosio, Gianmarco Tiddia, Gianmarco Tiddia, Chiara De Luca, Chiara De Luca, Elena Pastorelli, Elena Pastorelli, Francesco Simula, Pier Stanislao Paolucci
Published 2021-02-01