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

Automating Liver Transplant Outcomes using Artificial Intelligence
Automating Liver Transplant Outcomes using Artificial Intelligence
Women’s Empowerment: Rural Toilet Builder and Community Sanitation, Phase Two
Women’s Empowerment: Rural Toilet Builder and Community Sanitation, Phase Two
RF Digital Twin for Wireless Maritime Communication Channel and Pathloss Modeling for fishing vessel LR WiFi networks
RF Digital Twin for Wireless Maritime Communication Channel and Pathloss Modeling for fishing vessel LR WiFi networks
Modulation of fibrino(geno)lytic proteases from Russell’s viper venom using natural products and analogs
Modulation of fibrino(geno)lytic proteases from Russell’s viper venom using natural products and analogs
Combating Candida Albicans by Targeting the Virulence Factors
Combating Candida Albicans by Targeting the Virulence Factors
Admissions Apply Now