Conference Proceeding

Using analogue VLSI leaky integrate-and-fire neurons in a sound analysis system

Details

Citation

Glover MA, Hamilton A & Smith L (1999) Using analogue VLSI leaky integrate-and-fire neurons in a sound analysis system. In: Prieto A & Andreou A (eds.) Proceedings of the Seventh International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Seventh International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99, Granada, 07.04.1999-09.04.1999. Los Alamitos, CA, USA: IEEE Computer Society, pp. 90-95. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=758850&refinements%3D4281615493%26sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A16401%29; https://doi.org/10.1109/MN.1999.758850

Abstract
Integrate-and-fire neurons are simple model neurons which can handle continuously time-varying signals. We have applied them to problems in real-time analysis of sounds. Two different chips have been built: the first had a fixed network architecture with all synaptic weights identical, and the second is reconfigurable. We present results characterising the latter chip, and results from processing real data from the earlier chip. We note that the second chip provides a more general integrate-and-fire neuron implementation.

StatusPublished
Publication date31/12/1999
Publication date online30/04/1999
PublisherIEEE Computer Society
Publisher URLhttp://ieeexplore.ieee.org/…umber%3A16401%29
Place of publicationLos Alamitos, CA, USA
ISBN0-7695-0043-9
ConferenceSeventh International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99
Conference locationGranada
Dates

People (1)

Professor Leslie Smith

Professor Leslie Smith

Emeritus Professor, Computing Science