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

Low Cost Device and Cloud Enabled Smart Solution for Diabetes Care
Low Cost Device and Cloud Enabled Smart Solution for Diabetes Care
Screening for Compounds with Lifespan Altering Effect on Caenorhabditis Elegans and Gene Expression Microarray Data Based Computational Drug Repurposing
Screening for Compounds with Lifespan Altering Effect on Caenorhabditis Elegans and Gene Expression Microarray Data Based Computational Drug Repurposing
Computer-Aided Study of Numerical Methods and Graph Labelling Problems
Computer-Aided Study of Numerical Methods and Graph Labelling Problems
Amrita RITE – Rural India Tablet Education
Amrita RITE – Rural India Tablet Education
Impact of Board Characteristics on Firm Performance: A Comparison of Private Sector Firms with SOEs in India
Impact of Board Characteristics on Firm Performance: A Comparison of Private Sector Firms with SOEs in India
Admissions Apply Now