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

Investigating the Role of Natural Compounds in Modulating SUMOylation during Host-Pathogen Interactions
Investigating the Role of Natural Compounds in Modulating SUMOylation during Host-Pathogen Interactions
Enhancing QoS in Long-Range Ocean Wireless Communication Networks: A Performance Evaluation
Enhancing QoS in Long-Range Ocean Wireless Communication Networks: A Performance Evaluation
Strengthen child protection system and structures to deliver preventive and responsive child protection service in Tamilnadu and Kerala
Strengthen child protection system and structures to deliver preventive and responsive child protection service in Tamilnadu and Kerala
Development of High-Performance Polyamides from Renewable Natural Source
Development of High-Performance Polyamides from Renewable Natural Source
Marine Algae – An Important Source for Lectins
Marine Algae – An Important Source for Lectins
Admissions Apply Now