» Articles » PMID: 21252415

Enhanced Detection Threshold for in Vivo Cortical Stimulation Produced by Hebbian Conditioning

Overview
Journal J Neural Eng
Date 2011 Jan 22
PMID 21252415
Citations 23
Authors
Affiliations
Soon will be listed here.
Abstract

Normal brain function requires constant adaptation, as an organism learns to associate important sensory stimuli with the appropriate motor actions. Neurological disorders may disrupt these learned associations and require the nervous system to reorganize itself. As a consequence, neural plasticity is a crucial component of normal brain function and a critical mechanism for recovery from injury. Associative, or Hebbian, pairing of pre- and post-synaptic activity has been shown to alter stimulus-evoked responses in vivo; however, to date, such protocols have not been shown to affect the animal's subsequent behavior. We paired stimulus trains separated by a brief time delay to two electrodes in rat sensorimotor cortex, which changed the statistical pattern of spikes during subsequent behavior. These changes were consistent with strengthened functional connections from the leading electrode to the lagging electrode. We then trained rats to respond to a microstimulation cue, and repeated the paradigm using the cue electrode as the leading electrode. This pairing lowered the rat's ICMS-detection threshold, with the same dependence on intra-electrode time lag that we found for the functional connectivity changes. The timecourse of the behavioral effects was very similar to that of the connectivity changes. We propose that the behavioral changes were a consequence of strengthened functional connections from the cue electrode to other regions of sensorimotor cortex. Such paradigms might be used to augment recovery from a stroke, or to promote adaptation in a bidirectional brain-machine interface.

Citing Articles

Personalized strategies of neurostimulation: from static biomarkers to dynamic closed-loop assessment of neural function.

Care M, Chiappalone M, Rosa Cota V Front Neurosci. 2024; 18:1363128.

PMID: 38516316 PMC: 10954825. DOI: 10.3389/fnins.2024.1363128.


Early Intervention with Electrical Stimulation Reduces Neural Damage After Stroke in Non-human Primates.

Zhou J, Khateeb K, Yazdan-Shahmorad A bioRxiv. 2024; .

PMID: 38187669 PMC: 10769281. DOI: 10.1101/2023.12.18.572235.


Neural Plasticity in Sensorimotor Brain-Machine Interfaces.

Dadarlat M, Canfield R, Orsborn A Annu Rev Biomed Eng. 2023; 25:51-76.

PMID: 36854262 PMC: 10791144. DOI: 10.1146/annurev-bioeng-110220-110833.


Targeted Modulation of Human Brain Interregional Effective Connectivity With Spike-Timing Dependent Plasticity.

Hernandez-Pavon J, Schneider-Garces N, Begnoche J, Miller L, Raij T Neuromodulation. 2022; 26(4):745-754.

PMID: 36404214 PMC: 10188658. DOI: 10.1016/j.neurom.2022.10.045.


Neuroprotective Effects of Electrical Stimulation Following Ischemic Stroke in Non-Human Primates.

Zhou J, Khateeb K, Gala A, Rahimi M, Griggs D, Ip Z Annu Int Conf IEEE Eng Med Biol Soc. 2022; 2022:3085-3088.

PMID: 36085944 PMC: 10259874. DOI: 10.1109/EMBC48229.2022.9871335.


References
1.
Stefan K, Kunesch E, Cohen L, Benecke R, Classen J . Induction of plasticity in the human motor cortex by paired associative stimulation. Brain. 2000; 123 Pt 3:572-84. DOI: 10.1093/brain/123.3.572. View

2.
Artola A, Singer W . Long-term potentiation and NMDA receptors in rat visual cortex. Nature. 1987; 330(6149):649-52. DOI: 10.1038/330649a0. View

3.
Brindley G, Lewin W . The sensations produced by electrical stimulation of the visual cortex. J Physiol. 1968; 196(2):479-93. PMC: 1351724. DOI: 10.1113/jphysiol.1968.sp008519. View

4.
Diamond M, Armstrong-James M, Ebner F . Experience-dependent plasticity in adult rat barrel cortex. Proc Natl Acad Sci U S A. 1993; 90(5):2082-6. PMC: 46025. DOI: 10.1073/pnas.90.5.2082. View

5.
Wu W, Gao Y, Bienenstock E, Donoghue J, Black M . Bayesian population decoding of motor cortical activity using a Kalman filter. Neural Comput. 2005; 18(1):80-118. DOI: 10.1162/089976606774841585. View