Frontiers in Computational Neuroscience

Original Research

Published on 23 May 2025

Reinforced liquid state machines—new training strategies for spiking neural networks based on reinforcements

Dominik Krenzer
Martin Bogdan

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1569374

526 views

Original Research

Accepted on 22 May 2025

CNN-BiLSTM and DC-IGN fusion model and piecewise exponential attenuation optimization: An innovative approach to improve EEG emotion recognition performance

Shaohua Zhang
Yan Feng
Ruzhen Chen
Song Huang
Qianchu Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1589247

Original Research

Accepted on 20 May 2025

Reduction of Calcium Dynamics in Recurrent Neural Networks

Mustafa Zeki
Tamer Dag

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1565552

131 views

Original Research

Accepted on 20 May 2025

A new method for community-based intelligent screening of early Alzheimer's disease populations based on digital biomarkers of the writing process

Shuwu Li
Kai Li
Jiakang Liu
Shouqiang Huang
Chen Wang
Yuting Tu
Bo Wang
Pengpeng Zhang
Yuntian Luo
Yanli Zhang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1564932

144 views

Original Research

Accepted on 20 May 2025

Analysis of Argument Structure Constructions in a Deep Recurrent Language Model

Pegah Ramezani
Achim Schilling
Patrick Krauss

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1474860

122 views

Original Research

Published on 20 May 2025

Simplified two-compartment neuron with calcium dynamics capturing brain-state specific apical-amplification, -isolation and -drive

Elena Pastorelli
Alper Yegenoglu
Nicole Kolodziej
Willem Wybo
Francesco Simula
Sandra Diaz-Pier
Johan Frederik Storm
Pier Stanislao Paolucci

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1566196

569 views

Brief Research Report

Accepted on 19 May 2025

Resource-dependent heterosynaptic spike-timing-dependent plasticity in recurrent networks with and without synaptic degeneration

James Humble

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1593837

Original Research

Accepted on 19 May 2025

Multi-atlas Ensemble Graph Neural Network Model For Major Depressive Disorder Detection using Functional MRI Data

Nojod M. Alotaibi
Areej M. Alhothali
Manar S Ali

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1537284

Original Research

Published on 16 May 2025

Interpretable machine learning for precision cognitive aging

Abdoul Jalil Djiberou Mahamadou
Emma A. Rodrigues
Vasily Vakorin
Violaine Antoine
Sylvain Moreno

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1560064

546 views

Original Research

Accepted on 14 May 2025

Constraint-Based Modelling of Bioenergetic Differences between Synaptic and Non-Synaptic Components of Dopaminergic Neurons in Parkinson's Disease

Xi Luo
Diana C El Assal
Yanjun Liu
Samira Ranjbar
Ronan MT Fleming

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1594330

122 views

Original Research

Accepted on 14 May 2025

Enhancing Medical Image Privacy in IoT with Bit-Plane Level Encryption using Chaotic Map

Fatima Asiri
Wajdan Al Malwi
Tamara Zhukabayeva
Ibtehal Nafea
Abdullah Aziz
Nadhmi A. Gazem
Abdullah Qayyum

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1591972

106 views

Original Research

Accepted on 14 May 2025

Neural oscillation in low-rank SNNs: bridging network dynamics and cognitive function

Bin Li
Tianyi Zheng
Reo Otsuki
Masato Sugino
Kenta Shimba
Kiyoshi Kotani

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1598138

Original Research

Accepted on 14 May 2025

Analytical Computation for Segmentation and Classification of Lumbar Vertebral Fractures

Roseline Nyange
Hemachandran Kannan
Channabasava Chola
Saurabh Singh
Jaejeung Kim
Anil Audumbar Pise

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1536441

Original Research

Published on 13 May 2025

Machine learning identifies genes linked to neurological disorders induced by equine encephalitis viruses, traumatic brain injuries, and organophosphorus nerve agents

Liduo Yin
Morgen VanderGiessen
Vinoth Kumar
Benjamin Conacher
Po-Chien Haku Chao
Michelle Theus
Erik Johnson
Kylene Kehn-Hall
Xiaowei Wu
Hehuang Xie

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1529902

410 views

Brief Research Report

Published on 06 May 2025

Computational analysis of learning in young and ageing brains

Jayani Hewavitharana
Kathleen Steinhofel
Karl Peter Giese
Carolina Moretti Ierardi
Amida Anand

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1565660

612 views

Original Research

Published on 02 May 2025

Intelligent rehabilitation in an aging population: empowering human-machine interaction for hand function rehabilitation through 3D deep learning and point cloud

Zhizhong Xing
Zhijun Meng
Gengfeng Zheng
Guolan Ma
Lin Yang
Xiaojun Guo
Li Tan
Yuanqiu Jiang
Huidong Wu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1543643

813 views