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

Plant Growth Promoting Endophytic Bacteria from Mangrove Plants in South West Coast of Kerala
Plant Growth Promoting Endophytic Bacteria from Mangrove Plants in South West Coast of Kerala
Cost Effective Device and Cloud Enabled Smart Solution for Diabetes Care
Cost Effective Device and Cloud Enabled Smart Solution for Diabetes Care
Online Monitoring for Geological CO2 Storage and Leakage Based on Wireless Sensor Networks
Online Monitoring for Geological CO2 Storage and Leakage Based on Wireless Sensor Networks
Edge Preserving Image Fusion Using RMS Contrast and Linear Prediction Model
Edge Preserving Image Fusion Using RMS Contrast and Linear Prediction Model
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
Admissions Apply Now