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A machine learning methodology for the selection and classification of spontaneous spinal cord dorsum potentials allows disclosure of structured (non-random) changes in neuronal connectivity induced by nociceptive stimulation.
Martin M, Contreras-Hernández E, Béjar J, Esposito G, Chávez D, Glusman S, Cortés U, Rudomin P. Martin M, et al. Among authors: contreras hernandez e. Front Neuroinform. 2015 Aug 26;9:21. doi: 10.3389/fninf.2015.00021. eCollection 2015. Front Neuroinform. 2015. PMID: 26379540 Free PMC article.
Markovian Analysis of the Sequential Behavior of the Spontaneous Spinal Cord Dorsum Potentials Induced by Acute Nociceptive Stimulation in the Anesthetized Cat.
Martin M, Béjar J, Esposito G, Chávez D, Contreras-Hernández E, Glusman S, Cortés U, Rudomín P. Martin M, et al. Among authors: contreras hernandez e. Front Comput Neurosci. 2017 May 1;11:32. doi: 10.3389/fncom.2017.00032. eCollection 2017. Front Comput Neurosci. 2017. PMID: 28507514 Free PMC article.
Supraspinal Shaping of Adaptive Transitions in the State of Functional Connectivity Between Segmentally Distributed Dorsal Horn Neuronal Populations in Response to Nociception and Antinociception.
Martín M, Béjar J, Chávez D, Ramírez-Morales A, Hernández E, Moreno L, Contreras-Hernández E, Glusman S, Cortés U, Rudomin P. Martín M, et al. Among authors: contreras hernandez e. Front Syst Neurosci. 2019 Sep 26;13:47. doi: 10.3389/fnsys.2019.00047. eCollection 2019. Front Syst Neurosci. 2019. PMID: 31616259 Free PMC article.
Adaptation and learning as strategies to maximize reward in neurofeedback tasks.
Osuna-Orozco R, Zhao Y, Stealey HM, Lu HY, Contreras-Hernandez E, Santacruz SR. Osuna-Orozco R, et al. Among authors: contreras hernandez e. Front Hum Neurosci. 2024 Mar 25;18:1368115. doi: 10.3389/fnhum.2024.1368115. eCollection 2024. Front Hum Neurosci. 2024. PMID: 38590363 Free PMC article.