Designing a digital neurocomputer - Improving ANN processing with a dedicated hardware system

P. Kolinummi, T. Hämäläinen, K. Kaski

Research output: Contribution to journalArticleScientificpeer-review

Abstract

In this article we discuss the flow of design for neural network hardware and go deeper into the design constraints and implementation possibilities. The performance measures and problems of different measurements are also discussed. It is noted that performance is one comparison criteria, but there are also many others, some of which are also discussed. In order to anchor the discussion to real life, the article includes a case study of our TUTNC neurocomputer. In addition, examples of commercial neural computing systems and their world wide web pages are given.
Original languageEnglish
Pages (from-to)19-27
JournalIEEE Circuits and Devices
Volume13
Issue number2
DOIs
Publication statusPublished - 1997
MoE publication typeA1 Journal article-refereed

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