Supraspinal modulation of neuronal synchronization by nociceptive stimulation induces an enduring reorganization of dorsal horn neuronal connectivity

E Contreras‐Hernández, D Chávez… - The Journal of …, 2018 - Wiley Online Library
Key points The state of central sensitization induced by the intradermic injection of capsaicin
leads to structured (non‐random) changes in functional connectivity between dorsal horn …

A supervised machine learning approach to characterize spinal network function

AN Dalrymple, SA Sharples… - Journal of …, 2019 - journals.physiology.org
Spontaneous activity is a common feature of immature neuronal networks throughout the
central nervous system and plays an important role in network development and …

Discrete field potentials produced by coherent activation of spinal dorsal horn neurons

E Contreras-Hernández, D Chávez… - Experimental Brain …, 2022 - Springer
In addition to the action potentials generated by the ongoing activation of single dorsal horn
neurons in the anesthetized cat, we often recorded small negative field potentials with a fast …

Markovian analysis of the sequential behavior of the spontaneous spinal cord dorsum potentials induced by acute nociceptive stimulation in the anesthetized cat

M Martin, J Béjar, G Esposito, D Chávez… - Frontiers in …, 2017 - frontiersin.org
In a previous study we developed a Machine Learning procedure for the automatic
identification and classification of spontaneous cord dorsum potentials (CDPs). This study …

Supraspinal shaping of adaptive transitions in the state of functional connectivity between segmentally distributed dorsal horn neuronal populations in response to …

M Martín, J Béjar, D Chávez… - Frontiers in Systems …, 2019 - frontiersin.org
In the anesthetized cat the correlation between the ongoing cord dorsum potentials (CDPs)
recorded from different lumbar spinal segments has a non-random structure, suggesting …

Pioneers in CNS inhibition: 2. Charles Sherrington and John Eccles on inhibition in spinal and supraspinal structures

RJ Callister, AM Brichta, AT Schaefer, BA Graham… - Brain Research, 2020 - Elsevier
This article reviews the contributions of the English neurophysiologist, Charles Scott
Sherrington [1857–1952], and his Australian PhD trainee and collaborator, John Carew …

Machine Learning to Characterize Motor Patterns and Restore Walking after Neural Injury

A Dalrymple - 2019 - era.library.ualberta.ca
Walking is a locomotor task that integrates information from all over the nervous system. The
lumbosacral spinal cord houses neural networks that contribute to locomotion. These …

University of New South Wales, In the anesthetized cat the correlation between the ongoing cord dorsum potentials (CDPs) recorded from different lumbar spinal …

M Hook, M Martín, P Rudomin, M Martín… - Sensory …, 2022 - books.google.com
Citation: Martín M, Béjar J, Chávez D, Ramírez-Morales A, Hernández E, Moreno L,
Contreras-Hernández E, Glusman S, Cortés U and Rudomin P (2019) Supraspinal Shaping …

Building Analytics Pipelines for Querying Big Streams and Data Histories with H-STREAM

G Vargas-Solar, JA Espinosa-Oviedo - arXiv preprint arXiv:2108.03485, 2021 - arxiv.org
This paper introduces H-STREAM, a big stream/data processing pipelines evaluation
engine that proposes stream processing operators as micro-services to support the analysis …

Streaming and Visualising Neuronal Signals for Understanding Pain

JA Espinosa-Oviedo - International Conference on Service-Oriented …, 2021 - Springer
This paper presents our stream processing, and visualization system adapted to the
requirements of the neuroscience domain. We propose to build a visual stream processing …