Machine Learning Integration in Computational Neuroscience: Enhancing Neural Data Decoding and Prediction

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Articles

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

doi 10.3389/fncom.2025.1529902

317 views

ORIGINAL RESEARCH

Accepted on 30 Apr 2025

Reinforced Liquid State Machines -New Training Strategies for Spiking Neural Networks based on Reinforcements

Dominik Krenzer
Martin Bogdan

doi 10.3389/fncom.2025.1569374

231 views

ORIGINAL RESEARCH

Published on 17 Oct 2024

A combinatorial deep learning method for Alzheimer’s disease classification-based merging pretrained networks

Houmem Slimi
Ala Balti
Sabeur Abid
Mounir Sayadi

doi 10.3389/fncom.2024.1444019

1,263 views
3 citations

ORIGINAL RESEARCH

Published on 05 Aug 2024

Enhanced fingerprint classification through modified PCA with SVD and invariant moments

Ala Balti
Abdelaziz Hamdi
Sabeur Abid
Mohamed Moncef Ben Khelifa
Mounir Sayadi

doi 10.3389/frai.2024.1433494

773 views
2 citations

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Frontiers in Computational Neuroscience

Frontiers in Computational Neuroscience

Participating Journals

Frontiers in Artificial Intelligence
- Machine Learning and Artificial Intelligence
- 3.0 impact factor
- 6.1 citescore
Frontiers in Big Data
- Machine Learning and Artificial Intelligence
- 2.4 impact factor
- 5.2 citescore

Impact

7,163Topic views
2,523Article views
587Article downloads