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

Multi-Scale Brain Function India-Italy Network of Excellence
Multi-Scale Brain Function India-Italy Network of Excellence
DengiAll Vaccine Trial
DengiAll Vaccine Trial
Integration of AMoRA (Amrita Modular Robotic Arm) with RoboAnalyzer® for Effective Robotics Education
Integration of AMoRA (Amrita Modular Robotic Arm) with RoboAnalyzer® for Effective Robotics Education
Power Quality Enhancement and Vehicle-2-Grid Services using Intelligent Solar Powered Electric Vehicle Charging Infrastructure in Smart Grid
Power Quality Enhancement and Vehicle-2-Grid Services using Intelligent Solar Powered Electric Vehicle Charging Infrastructure in Smart Grid
VLSI architecture for Reliability based soft decision decoding of turbo codes for satellite communication
VLSI architecture for Reliability based soft decision decoding of turbo codes for satellite communication
Admissions Apply Now