Back close

Reconstructing Local Field Potential from realistic computational models for spontaneous and evoked stimuli

Reconstructing Local Field Potential from realistic computational models for spontaneous and evoked stimuli

Local Field Potentials (LFPs) are population signals generated by complex spatiotemporal interaction of current sources and dipoles. Mathematical computations of LFPs allow the study of circuit functions and dysfunctions via simulations. LFPsim was developed to be used on existing cable compartmental neuron and network models. As a demonstration of efficient implementation, we showcase LFPs from mathematical models of electrotonically compact cerebellum granule neurons and morphologically complex neurons of the neocortical column. Simulations with ataxia model suggest that the dysfunction at a single neuron can lead to population code malformations in circuit computations. Further progress in the computational reconstruction of such disease models will also assist in developing animal models of similar disorders.

References

  • Parasuram H, Nair B, D’Angelo E, Hines M, Naldi G, Diwakar S. Computational Modeling of Single Neuron Extracellular Electric Potentials and Network Local Field Potentials using LFPsim. Front Comput Neurosci. 2016 Jun 28;10:65. doi: 10.3389/fncom.2016.00065. PMID: 27445781; PMCID: PMC4923190.

Related Projects

WISE (Women in Sustaining the Environment)
WISE (Women in Sustaining the Environment)
Durability of High Performance Nano Adhesive Bonding of Aluminium under Aerospace Environments
Durability of High Performance Nano Adhesive Bonding of Aluminium under Aerospace Environments
Energy Management on Smart Grid using Embedded Systems
Energy Management on Smart Grid using Embedded Systems
Development and Implementation of a Robust Pre-Processing Technique for Detection Improvement in Passive SONAR
Development and Implementation of a Robust Pre-Processing Technique for Detection Improvement in Passive SONAR
Plasma Surface Modification of Nanostructured Surfaces of Marine Based Scaffolds and Membranes for Enhanced Bioactivity
Plasma Surface Modification of Nanostructured Surfaces of Marine Based Scaffolds and Membranes for Enhanced Bioactivity
Admissions Apply Now