Computational Neuroscience: Second Latin American Workshop, LAWCN 2019, São João Del-Rei, Brazil, September 18–20, 2019, Proceedings

Front Matter ....Pages i-xiii
Front Matter ....Pages 1-1
 Application of Machine Learning Approaches to Identify New Anticonvulsant Compounds Active in the 6 Hz Seizure Model  (S. Goicoechea, M. L. Sbaraglini, S. R. Chuguransky, J. F. Morales, M. E. Ruiz, A. Talevi et al.)....Pages 3-19
 Motor Learning and Machine Learning: Predicting the Amount of Sessions to Learn the Tracing Task  (Eduardo Dorneles Ferreira de Souza, Moisés Rocha dos Santos, Lucas Cléopas Costa da Silva, Alexandre César Muniz de Oliveira, Areolino de Almeida Neto, Paulo Rogério de Almeida Ribeiro)....Pages 20-29
 Kernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials  (O. Oña-Rocha, J. A. Riascos-Salas, I. C. Marrufo-Rodríguez, M. A. Páez-Jaime, D. Mayorca-Torres, K. L. Ponce-Guevara et al.)....Pages 30-40
 A New Granular Approach for Multivariate Forecasting  (Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Jr., Marcos Antônio Alves, Miri Weiss Cohen, Frederico Gadelha Guimarães)....Pages 41-58
 Interactive Analysis of the Discussion from a Virtual Community on Neuroscience  (Rafael José de Alencar Almeida, Dárlinton Barbosa Feres Carvalho)....Pages 59-78
Front Matter ....Pages 79-79
 Influence of Contact Network Topology on the Spread of Tuberculosis  (Eduardo R. Pinto, Erivelton G. Nepomuceno, Andriana S. L. O. Campanharo)....Pages 81-88
Front Matter ....Pages 89-89
 Association Between Fast and Slow Learning and Molecular Processes in Repetitive Practice: A Post Hoc Analysis  (Tércio Apolinário-Souza, Ana Flavia Santos-Almeida, Natália Lelis Torres, Juliana Otoni Parma, Lidiane Aparecida Fernandes, Grace Schenatto Pereira et al.)....Pages 91-103
 Reading Span Test for Brazilian Portuguese: An Eye-Tracking Implementation  (Jaime A. Riascos, Arthur M. Brugger, Priscila Borges, Ana B. Arêas da Luz Fontes, Dante C. Barone)....Pages 104-118
Front Matter ....Pages 119-119
 Multi-harmonic Analysis Using Magnitude-Squared Coherence and Its Application to Detection of Auditory Steady-State Responses  (Abdon Francisco Aureliano Netto, Tiago Zanotelli, Leonardo Bonato Felix)....Pages 121-129
 EEG Classification of Epileptic Patients Based on Signal Morphology  (Davi Nascimento, Jonathan Queiroz, Luis Claudio Silva, Gean Carlos de Sousa, Allan Kardec Barros)....Pages 130-141
 Epileptiform Spike Detection in Electroencephalographic Recordings of Epilepsy Animal Models Using Variable Threshold  (Sofia M. A. F. Rodrigues, Jasiara C. de Oliveira, Vinícius Rosa Cota)....Pages 142-156
 Graph Model Evolution During Epileptic Seizures: Linear Model Approach  (Talysson M. O. Santos, Victor H. B. Tsukahara, Jasiara C. de Oliveira, Vinicius Rosa Cota, Carlos D. Maciel)....Pages 157-170
Front Matter ....Pages 171-171
 A Parallel RatSlam C++ Library Implementation  (Mauro Enrique de Souza Muñoz, Matheus Chaves Menezes, Edison Pignaton de Freitas, Sen Cheng, Areolino de Almeida Neto, Alexandre César Muniz de Oliveira et al.)....Pages 173-183
 Method for the Improvement of Knee Angle Accuracy Based on Kinect and IMU: Preliminary Results  (D. Mayorca-Torres, Julio C. Caicedo-Eraso, Diego H. Peluffo-Ordoñez)....Pages 184-199
 Eye-Tracking Data Analysis During Cognitive Task  (Rafael Nobre Orsi, Davi Araujo Dal Fabbro, Carlos Eduardo Thomaz)....Pages 200-219
Front Matter ....Pages 221-221
 Towards a Roadmap for Machine Learning and EEG-Based Brain Computer Interface  (Taline Nobrega, Severino Netto, Rommel Araujo, Allan Martins, Edgard Morya)....Pages 223-235
 Considerations on the Individualization of Motor Imagery Neurofeedback Training  (Carlos A. Stefano Filho, Romis Attux, Gabriela Castellano)....Pages 236-248
 The Muscle-Machine Interface After Stroke in Improvement of Hand Extension: Case Report  (Jessika M. Fiusa, Gabrielly S. Yonamine, Giovanna L. C. Fumagali, Gabriela F. Moraes, Percy Nohama, Eddy Krueger)....Pages 249-257
 Electrographic Spectral Signatures of Animals Submitted to Pentylenetetrazole-Induced Seizures and Treated with Bilateral Asynchronous Non-periodic Stimulation  (Wenderson de Souza Silva, Renato M. Maciel, Vinícius Rosa Cota)....Pages 258-266
Front Matter ....Pages 267-267
 On the Validity of Using Probing Stimuli for Seizure Prediction in the Epileptor Model  (Vinícius R. Carvalho, Márcio F. D. Moraes, Eduardo M. A. M. Mendes)....Pages 269-281
Back Matter ....Pages 283-284