Title :
Auditory cortical spectral shape analysis in analog VLSI
Author :
Erturk, Mete ; Klein, David J. ; Shamma, Shihab
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Abstract :
An analog VLSI circuit used to model spectral shape analysis in the central auditory system is presented. Like the receptive fields of visual cortical neurons, the spectral response fields (SRFs) of neurons in the mammalian primary auditory cortex (AI) resemble localized sinusoids of various phases (i.e., symmetry) and scale (i.e., spectral bandwidth). We use a single circuit building block to model the various response fields. A continuum of asymmetries and bandwidths are obtained by adjusting several offchip parameters. The circuit is to be used for analysis of the auditory spectrum at the output of a silicon cochlea. This scheme is thought to be suitable for the implementation of learning and adaptation in speech recognition and similar applications
Keywords :
VLSI; analogue processing circuits; biomedical electronics; handicapped aids; prosthetics; spectral analysis; speech recognition; adaptation; analog VLSI; auditory cortical spectral shape analysis; auditory spectrum; learning; localized sinusoids; offchip parameters; receptive fields; spectral response fields; speech recognition; Artificial intelligence; Auditory system; Bandwidth; Brain modeling; Circuits; Neurons; Silicon; Spectral analysis; Spectral shape; Very large scale integration;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.777514