Computational Neuroscience: 5th Latin American Workshop, LAWCN 2025, La Plata, Argentina, November 12–14,...

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Alan Talevi Vinicius Rosa Cota

Computational Neuroscience

Name: Computational Neuroscience
Price: 118.08 AUD
Availability: OutOfStock
ISBN: 9783032146632

5th Latin American Workshop, LAWCN 2025, La Plata, Argentina, November 12–14, 2025, Revised...

Alan Talevi, Vinicius Rosa Cota

$147.95 $118.08

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English

Springer Nature Switzerland AG
29 January 2026

Computing: general; Systems analysis & design; Artificial intelligence; Image processing

Series: Communications in Computer and Information Science

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.

Edited by: Alan Talevi, Vinicius Rosa Cota
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783032146632
ISBN 10: 3032146631
Series: Communications in Computer and Information Science
Pages: 123
Publication Date: 29 January 2026
Audience: College/higher education , Professional and scholarly , Further / Higher Education , Undergraduate
Format: Paperback
Publisher's Status: Active

.- 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 Coupling Improves Modeling of Functional Connectivity Using Wilson–Cowan Dynamics.