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

(BWEF Learnings) Building Sustainable and Disaster Resilient Communities: Navigating Shocks to the Biodiversity-Water-Food-Energy Nexus through Learnings from Japan, India, and the UK
(BWEF Learnings) Building Sustainable and Disaster Resilient Communities: Navigating Shocks to the Biodiversity-Water-Food-Energy Nexus through Learnings from Japan, India, and the UK
Oncogene Sensing and Finger Printing from Saliva Using Nanotechnology-enabled Using Raman Spectroscopy
Oncogene Sensing and Finger Printing from Saliva Using Nanotechnology-enabled Using Raman Spectroscopy
Design and Development of an IoT Based Smart Irrigation and Fertilization System for Chilli Farming
Design and Development of an IoT Based Smart Irrigation and Fertilization System for Chilli Farming
Design and Development of Low Profile Substrate Integrated Dielectric Resonator Antenna for Space Applications
Design and Development of Low Profile Substrate Integrated Dielectric Resonator Antenna for Space Applications
Amrita Eye Care Champions
Amrita Eye Care Champions
Admissions Apply Now