Title :
Phase-Synchronization Early Epileptic Seizure Detector VLSI Architecture
Author :
Abdelhalim, K. ; Smolyakov, V. ; Genov, R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
A low-power VLSI processor architecture that computes in real time the magnitude and phase-synchronization of two input neural signals is presented. The processor is a part of an envisioned closed-loop implantable microsystem for adaptive neural stimulation. The architecture uses three CORDIC processing cores that require shift-and-add operations but no multiplication. The 10-bit processor synthesized and prototyped in a standard 1.2 V 0.13 μm CMOS technology utilizes 41,000 logic gates. It dissipates 3.6 μW per input pair, and provides 1.7 kS/s per-channel throughput when clocked at 2.5 MHz. The power scales linearly with the number of input channels or the sampling rate. The efficacy of the processor in early epileptic seizure detection is validated on human intracranial EEG data.
Keywords :
CMOS integrated circuits; VLSI; biomedical electronics; closed loop systems; electroencephalography; micromechanical devices; neuromuscular stimulation; seizure; CMOS technology; CORDIC processing cores; closed-loop implantable microsystem; epileptic seizure detector VLSI architecture; frequency 2.5 MHz; human intracranial EEG data; logic gates; low-power VLSI processor architecture; phase synchronization; sampling rate; size 0.13 mum; voltage 1.2 V; Clocks; Computer architecture; Electroencephalography; Finite impulse response filter; Prediction algorithms; Signal processing algorithms; Very large scale integration; Biomedical processor; bivariate digital signal processing; bivariate processing; early seizure detection; energy-band extraction; phase-synchronization;
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TBCAS.2011.2170686