On-chip multi-layer perceptron and time-delay neural networks for phoneme recognition

E Gatt,J Micallef,E Chilton

doi:10.1109/icecs.2005.4633379

On-chip multi-layer perceptron and time-delay neural networks for phoneme recognition

E Gatt, J Micallef + Show 1 more

https://doi.org/10.1109/icecs.2005.4633379

Copy DOI

Publication Date: Dec 1, 2005

Citations: 6

Affiliation: University of Malta, University of Surrey

#Neural Network For Phoneme Recognition #Time-delay Neural Network + Show 8 more

Abstract
Full-Text PDF
Similar Papers

Abstract

This paper presents a back-propagation neural network for phoneme recognition. The neural network has been implemented on-chip using 0.35 mum three-metal dual-poly CMOS technology. The results obtained for multi-layer perceptrons (MLP) and time-delay neural network (TDNN) implementations for phoneme recognition systems are presented. The paper also presents the performance characteristics for the chip.

Full Text