@inproceedings{f345edec29f74871a6b6ca25a2ee1815,
title = "Bangs, clicks, snaps, thuds and whacks: An architecture for acoustic transient processing",
abstract = "We propose a neuromorphic architecture for real-time processing of acoustic transients in analog VLSI. We show how judicious normalization of a time-frequency signal allows an elegant and robust implementation of a correlation algorithm. The algorithm uses binary multiplexing instead of analog-analog multiplication. This removes the need for analog storage and analog-multiplication. Simulations show that the resulting algorithm has the same out-of-sample classification performance (∼93% correct) as a baseline template-matching algorithm.",
author = "Pineda, {Fernando J.} and Gert Cauwenberghs and Edwards, {R. Timothy}",
year = "1997",
month = jan,
day = "1",
language = "English (US)",
isbn = "0262100657",
series = "Advances in Neural Information Processing Systems",
publisher = "Neural information processing systems foundation",
pages = "734--740",
booktitle = "Advances in Neural Information Processing Systems 9 - Proceedings of the 1996 Conference, NIPS 1996",
note = "10th Annual Conference on Neural Information Processing Systems, NIPS 1996 ; Conference date: 02-12-1996 Through 05-12-1996",
}