Iván De La Pava Panche

Technological University of Pereira — Colombia

Neuroscience · Life Sciences

5h-index60citations11works0.02yr avg
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Research Topics

Neural dynamics and brain function(5), EEG and Brain-Computer Interfaces(4), Neurological disorders and treatments(4), Neuroscience and Neural Engineering(4), Functional Brain Connectivity Studies(3)

Publications11 total

Estimating Directed Phase-Amplitude Interactions from EEG Data through Kernel-Based Phase Transfer Entropy
Applied Sciences·2021· 3 citedOpen Access
Kernel-Based Phase Transfer Entropy with Enhanced Feature Relevance Analysis for Brain Computer Interfaces
Applied Sciences·2021· 8 citedOpen Access
A Data-Driven Measure of Effective Connectivity Based on Renyi's α-Entropy
Frontiers in Neuroscience·2019· 25 citedOpen Access
A machine learning approach to support deep brain stimulation programming
Revista Facultad de Ingeniería Universidad de Antioquia·2019· 5 citedOpen Access
Gender Effects on an EEG-Based Emotion Level Classification System
Lecture notes in computer science·2019· 5 cited
An Automatic Brain Tumor Segmentation Approach Based on Affinity Clustering
Lecture notes in computer science·2019
Emotion Assessment by Variability-Based Ranking of Coherence Features from EEG
Lecture notes in computer science·2018· 1 cited
Accelerating the computation of the volume of tissue activated during deep brain stimulation using Gaussian processes
Revista Facultad de Ingeniería Universidad de Antioquia·2017· 2 citedOpen Access
A Hierarchical K-Nearest Neighbor Approach for Volume of Tissue Activated Estimation
Lecture notes in computer science·2017· 3 cited
Deep Brain Stimulation parameter estimation from Volumen Tissue Activated data following a kernel-based approach
International Journal of Psychophysiology·2016
A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation
Lecture notes in computer science·2015· 8 citedOpen Access

Frequent Co-authors

Álvaro A. Orozco(10), Andrés Marino Álvarez-Meza(6), Viviana Gómez-Orozco(6), Mauricio A. Álvarez(5), Óscar Henao(2), Genaro Daza-Santacoloma(2), Paula Herrera(2), David Cárdenas‐Peña(2), Andrea Alvarez(2), Jorge Iván Ríos Patiño(1), G. Castellanos-Domínguez(1), Jacqueline Hernandez Mejia(1), Oscar A. Henao-Gallo(1), Alvaro-Angel Orozco(1), Oscar Henao Gallo(1), Carles Navarro Ramírez(1), J. Echeverry(1), Jorge Iván Tanfarife Ríos(1)