Computational Neuroscience - 5th Latin American Workshop, LAWCN 2025, La Plata, Argentina, November 12-14, 2025, Revised Selected Papers

This book constitutes the refereed proceedings of the 5th Latin American Workshop, LAWCN 2025, held in La Plata, Argentina, during November 12 14, 2025.
The 6 full papers and 4 short papers presented in this volume were carefully reviewed and selected from 11 submissions. They were organized in the follwing topical sections as follows: Artificial Intelligence and Machine Learning; and Neuroengineering.

List of contents

.- Artificial Intelligence and Machine Learning.
.- Multimodal Physiological Signal Statistical Analysis and Random Forest Classification for Epileptic Seizure Detection.
.- Detection of Epileptogenic Patterns in Thalamic Neurostimulated Signals through Spatial Deep Attention.
.- In Silico Screening to Identify Metabotropic Glutamate Receptor 1 Allosteric Modulators Using Ensemble Learning.
.- A Comparative Analysis of ANN, TabNet and FT-Transformer models in EEG Classification of Neuropsychiatric Disorders.
.- Computational and Experimental Approaches for the Discovery of New Anticonvulsant Drugs.
.- Application of Machine Learning in Drug Repurposing of a New Antiseizure Drugs Active in the PTZ Kindling Model.
.- Neuroengineering.
.- Design and Development of a Functional Prototype of an Upper-Limb Exoskeleton for Neurorehabilitation Assistance.
.- An Inverted Perspective for the Reference Electrode and a Heuristic Metric for Spectra-Temporal Mapping of EEG Signals Aiming at Motor-Imagery Classification.
.- Beyond Full Electrode Arrays: Optimizing Channel Selection for Motor Imagery BCIs via Individual Channel Classifiers and Ensembles.
.- Hemispheric-Specific Coupl

Summary

This book constitutes the refereed proceedings of the 5th Latin American Workshop, LAWCN 2025, held in La Plata, Argentina, during November 12–14, 2025.
The 6 full papers and 4 short papers presented in this volume were carefully reviewed and selected from 11 submissions. They were organized in the follwing topical sections as follows: Artificial Intelligence and Machine Learning; and Neuroengineering.

Product details

• Assisted by: Rosa Cota (Editor), Vinicius Rosa Cota (Editor), Alan Talevi (Editor)
• Publisher: Springer, Berlin
• Languages: English, German
• Product format: Paperback / Softback
• Release: 22.01.2026
• EAN: 9783032146632
• ISBN: 978-3-0-3214663-2
• No. of pages: 130
• Illustrations: X, 130 p.
• Series: Communications in Computer and Information Science
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; machine learning, Artificial Intelligence, angewandte informatik, Bildverarbeitung, Systemanalyse und -design, Computer Imaging, Vision, Pattern Recognition and Graphics, BCI, Computer and Information Systems Applications, Signal Processing, Computer System Implementation, drug discovery, Neuroengineering, Brain-computer interfaces, Neural Signal Processing, exoskeleton, in silico screening, Computatiolnal Neuroscience