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Joan Falcó-Roget
Joan Falcó-Roget
Sano - Centre for Computational Medicine
Verifisert e-postadresse på sanoscience.org - Startside
Tittel
Sitert av
Sitert av
År
Dopamine firing plays a dual role in coding reward prediction errors and signaling motivation in a working memory task
S Sarno, M Beirán, J Falcó-Roget, G Diaz-deLeon, R Rossi-Pool, R Romo, ...
Proceedings of the National Academy of Sciences 119 (2), e2113311119, 2022
102022
Community detection in brain connectomes with hybrid quantum computing
M Wierzbiński, J Falcó-Roget, A Crimi
Scientific Reports 13 (1), 3446, 2023
32023
Impact of the pre-processing and balancing of EEG data on the performance of graph neural network for epileptic seizure classification
S Mazurek, R Blanco, J Falcó-Roget, JK Argasinski, A Crimi
22023
Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients
J Falcó-Roget, A Crimi
MICCAI Workshop on Imaging Systems for GI Endoscopy, 79-88, 2022
22022
Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations
J Falcó-Roget, A Cacciola, F Sambataro, A Crimi
Communications Biology 7 (1), 419, 2024
12024
Emergent computations in trained artificial neural networks and real brains
N Parga, L Serrano-Fernández, J Falcó-Roget
Journal of Instrumentation 18 (02), C02060, 2023
12023
Exploring the Impact of Ischemic Stroke on Brain Function: Insights from Functional Connectivity Gradients and Temporal Lag Correction
C Koba, J Falco-Roget, A Crimi
bioRxiv, 2024.04. 20.590191, 2024
2024
End-to-End Automatic Seizure Detection in Electroencephalography Recordings Using Explainable Graph Attention Networks
S Mazurek, R Blanco, J Falco-Roget, C Alessandro
Available at SSRN 4693535, 2024
2024
Directed networks and resting-state effective brain connectivity with state-space reconstruction using reservoir computing causality
J Falco-Roget, AI Onicas, F Akwasi-Sarpong, A Crimi
bioRxiv, 2023.06. 08.544175, 2023
2023
Structural Reorganization Following a Brain Tumor: A Machine Learning Study Considering Desynchronized Functional Oscillations
J Falcó-Roget, F Sambataro, A Cacciola, A Crimi
bioRxiv, 2022
2022
Dopamine activity plays a double role in improving perception and signaling motivation in a working memory task
J Falco-Roget, S Sarno, M Beiran, G Diaz-deLeon, R Rossi-Pool, R Romo, ...
JOURNAL OF COMPUTATIONAL NEUROSCIENCE 49 (SUPPL 1), S140-S141, 2021
2021
EXPLAINABLE GRAPH NEURAL NETWORKS FOR EEG CLASSIFICATION AND SEIZURE DETECTION IN EPILEPTIC PATIENTS
S Mazurek, R Blanco, J Falcó-Roget, A Crimi
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Artikler 1–12