Title :
A conductance-based silicon neuron with membrane-voltage dependent temporal dynamics
Author :
Tomas, J. ; Saïghi, S. ; Renaud, S. ; Silver, J. ; Barnaby, H.
Author_Institution :
IMS Labs., Univ. de Bordeaux, Talence, France
Abstract :
This paper presents an analog neuromimetic ASIC that integrates Hodgkin-Huxley (HH) model formalism, including the membrane voltage dependency of temporal dynamics. This circuit computes in real-time and in analog continuous mode the electrical activity of a neural cell. We have developed a library of sub-circuits calculating the elementary mathematical functions encountered in the HH models. Those sub-circuits are organized to form the model set of equations. W e will detail the blocks dedicated to the temporal dynamics and present measurement performed on the chip.
Keywords :
application specific integrated circuits; neural chips; Hodgkin-Huxley model; analog neuromimetic ASIC; conductance-based silicon neuron; elementary mathematical functions; membrane-voltage dependent temporal dynamics; Biological system modeling; Biomembranes; Computational modeling; Integrated circuit modeling; Neurons; Numerical models;
Conference_Titel :
NEWCAS Conference (NEWCAS), 2010 8th IEEE International
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4244-6806-5
Electronic_ISBN :
978-1-4244-6804-1
DOI :
10.1109/NEWCAS.2010.5604001