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

Smart Water Management
Smart Water Management
Photo switchable Azobenzene Conjugated Matrices for Affinity Chromatography: Synthesis, Characterization and Studies
Photo switchable Azobenzene Conjugated Matrices for Affinity Chromatography: Synthesis, Characterization and Studies
An Efficient Scene Understanding System for Digital Farming to Detect Animal and Pest Attack Using Deep Learning 
An Efficient Scene Understanding System for Digital Farming to Detect Animal and Pest Attack Using Deep Learning 
Novel Microchannel Reactors for the Conversion of SynGas to Liquid Fuels
Novel Microchannel Reactors for the Conversion of SynGas to Liquid Fuels
Measurement of Burning Velocities of Hydrocarbon Hydrogen Mixtures and Application to Premixed Laminar Burner Design
Measurement of Burning Velocities of Hydrocarbon Hydrogen Mixtures and Application to Premixed Laminar Burner Design
Admissions Apply Now