Title :
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
Author :
Mahmud, Mufti ; Maschietto, M. ; Girardi, Stefano ; Vassanelli, S.
Author_Institution :
Dept. of Human Anatomy & Physiol., Univ. of Padova, Padova, Italy
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.
Keywords :
bioelectric potentials; biomedical electronics; brain; integrated circuits; mathematics computing; medical signal detection; medical signal processing; neurophysiology; probes; CLAO; EOSFET; Matlab; S1 barrel cortex; batch processing; brain-chip interface; cortical layer activation order detection; current source density profile; electrolyte-oxide-semiconductor field effect transistor; information processing pathway; latency calculation; local field potentials; neuronal probes; rat barrel cortex; tactile information; whisking; Brain; Educational institutions; Physiology; Probes; Rodents; Shape; Splines (mathematics); Barrel cortex; EOSFET; current source density; local field potentials; neuronal activity; whisker stimulation;
Conference_Titel :
Biosignals and Biorobotics Conference (BRC), 2012 ISSNIP
Conference_Location :
Manaus
Print_ISBN :
978-1-4673-2476-2
DOI :
10.1109/BRC.2012.6222170