Final Program

November 12th 2025

8:20 – 9:00Registration
9:00 – 9:30Workshop welcome
9:30 – 10:30Keynote speaker 1 – Timothée Levi | Université de Bordeaux | France
Biomimetic spiking neural network: emulation and bio-hybrid systems
10:30 – 11:10Coffee break 
11:10 – 12:30Young scholar oral presentations – Session A
1- Carmen Brigitte Aguilar Gonzales – EEG alpha rhythm modulation using sham
neurofeedback during attentional control in a virtual reality environment: preliminary
results from a Registered Report
2- Santiago Ruatta – Computational and experimental approaches for the discovery
of new anticonvulsant drugs
3- Martín Robins – Detection of Epileptogenic Patterns in Thalamic Neurostimulated
Signals through Spatial Deep Attention
12:30 – 14:00Open lunch
14:00 – 15:00Keynote speaker 2 – Raphaelle Roy | Université de Toulouse | France
Passive BCI and Physiological Computing
15:00 – 16:20Young scholar oral presentations – Session B
1- Erick Toque Encinas – Multimodal Physiological Signal Statistical Analysis and
Random Forest Classification for Epileptic Seizure Detection
2- Lucas Alberca – In Silico Screening to Identify Metabotropic Glutamate Receptor 1
Allosteric Modulators Using Ensemble Learning
3- Carlos Andrés Mateos – Identification of Modulation Effects in Individuals Treated
with Responsive Neurostimulation via a Time-Spectral Novelty Detection Pipeline
4- Estefanía Peralta – Application of machine learning in drug repurposing of a new
antiseizure drugs active in the PTZ kindling model
16:20 – 17:00Coffee break
17:00 – 18:00Keynote speaker 3 – David Guggenmos | University of Kansas Medical Center | USA
Reorganization of neural networks following acquired brain injury.

November 13th 2025

9:20 – 9:50Lina Becerra | Univ. del Valle/ Pontificia Univ. Javeriana | Colombia
Identification of potential biomarkers in human brain tissue from patients with
drug-resistant epilepsy
9:50 – 10:20Norberto García Cairasco | University of Sao Paulo | Brazil
The challenges of understanding the complexity of epileptogenic circuits
using computational neuroscience tools
10:20-10:40Coffee break
10:40-11:40Keynote speaker 4 – Silvia Kochen | ENyS – CONICET, University of Arturo Jauretche | Argentina
The role of computational neuroscience in recording and processing brain
epileptic activity in the human brain
11:40 – 12:00Jaime Riascos Salas | Potsdam Embodied Cognition Research Group (PECoG) – Potsdam University | Germany
Brain-Computer Interface Research in Latin America: towards the creation of a BCI LATAM community
12:00 – 13:40Open lunch
13:40 – 14:10Enver Miguel Oruro | UNESCO UniTwin Complex Systems Digital Campus | Perú
Morphodynamic neuroscience: a complex systems perspective
14:10 – 14:40Julian Tejada | Federal University of Sergipe | Brazil
Artificial intelligence and mood disorders
14:40 – 16:40Round table: Women in Neurosciences.
Moderators: Victoria Peterson and Lina Becerra
With participation of Luisa Rocha and Silvia Kochen
16:40 – 17:10Coffee break
17:10 – 18:10Poster session 1

November 14th 2025

9:30 – 10:00Luisa Rocha Arrieta | Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional | México
Using drugs identified by computational neuroscience to control epilepsy
10:00 – 10:30Wallace Moreira Bessa | University of Turku | Finland
Intelligent Healthcare: Using Machine Learning to Support Personalized Closed-loop Medical Treatment
10:30 – 11:10Coffee break
11:10-12:40Young scholar oral presentations – Session C
1- Daniela Ortiz Muñoz – Cytoarchitectonic Mapping of GABAergic Interneurons in the Human
Medial Prefrontal Cortex: Toward Automated and Reproducible Characterization of Inhibitory Microcircuits
2- Paula Elizabeth Riveros Cortés – Integración de EEG y Realidad Virtual en la Rehabilitación Basada
en Movimiento Imaginario de la Mano
3- Raphael Olegario – Diffusion Tensor Imaging Along the Perivascular Space (DTI-ALPS)
as a Neuroimaging Digital Biomarker of Glymphatic Function in Neurodegenerative Disease
4- Jaime Riascos Salas – Beyond Full Electrode Arrays: Optimizing Channel Selection for
Motor Imagery BCIs via Individual Channel Classifiers and Ensembles
12:40-14:20Open lunch
14:20 – 16:00Young scholar oral presentations – Session D
1- Gabriel Chaves de Melo – Heuristic metric for spectra-temporal mapping of
EEG signals aiming at Motor-Imagery classification
2- Solana Lopez Aguero – Design and Development of a Functional Prototype of
an Upper-Limb Exoskeleton for Neurorehabilitation Assistance
3- Ramiro Pluss – Hemispheric – Specific Coupling Improves Modeling of
Functional Connectivity Using Wilson–Cowan Dynamics
4- Hernán Darío Villota – Mapping Brain-Computer Interface Research in
Latin America: A Scientometric Perspective
16:00 – 17:00Keynote speaker 5 – Victoria Peterson | Instituto de Matemática Aplicada del Litoral, UNL – CONICET | Argentina
Toward neurostimulation effect quantification in responsive closed-loop epilepsy treatment
17:00 – 18:00Poster session 2
18:00 – 18:30Closing Ceremony

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