A Matlab based tool for cortical layer activation order detection through latency calculation in local field potentials recorded from rat barrel cortex by brain-chip interface

  • Mufti Mahmud
  • , Marta Maschietto
  • , Stefano Girardi
  • , Stefano Vassanelli*
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

Rodents explore the environment, perform object localization, texture and shape discriminations precisely through whisking. Microcircuits in the corresponding barrel columns get activated to segregate and integrate the tactile information generated during whisking through the information processing pathway. While the sensory signals propagate, different layers of the cortex get activated at different times, thus having precise information about the order of layer activation is desired to better understand this pathway. To have precise timing information about the activations, accurate calculation of signal propagation latencies is required. Moreover, available multisite and multichannel neuronal probes can record a huge amount of data which require an automated method capable of batch processing to determine the cortical layer activation order (CLAO). In this work we propose an automated and easy to implement method to determine the CLAO using calculated latencies from the recorded LFPs at different cortical depths and the Current Source Density profile obtained from the LFPs. The method is found accurate after performing extensive tests on LFPs recorded using Electrolyte-Oxide-Semiconductor Field Effect Transistor (EOSFET) based neuronal probes from S1 barrel cortex.

Original languageEnglish
Title of host publication2012 ISSNIP Biosignals and Biorobotics Conference
Subtitle of host publicationBiosignals and Robotics for Better and Safer Living, BRC 2012
DOIs
StatePublished - 2012
Externally publishedYes
Event2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living, BRC 2012 - Manaus, Brazil
Duration: 9 Jan 201211 Jan 2012

Publication series

Name2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living, BRC 2012

Conference

Conference2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living, BRC 2012
Country/TerritoryBrazil
CityManaus
Period9/01/1211/01/12

Keywords

  • Barrel cortex
  • EOSFET
  • current source density
  • local field potentials
  • neuronal activity
  • whisker stimulation

ASJC Scopus subject areas

  • Artificial Intelligence
  • Signal Processing

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