Low power design techniques for speech recognition

Ladumor, Mayurkumar, Charola, Shreyas, Patel, Shobhit K.

ISBN 10: 3659167908 / ISBN 13: 9783659167904

Verlag: LAP LAMBERT Academic Publishing, 2019

Beschreibung

New. Bestandsnummer des Verkäufers ERICA82936591679086

Bibliografische Details

Titel: Low power design techniques for speech ...

Verlag: LAP LAMBERT Academic Publishing

Erscheinungsdatum: 2019

Einband: paperback

Zustand: New

Art des Buches: book

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Inhaltsangabe:

Recent research focuses on low power design techniques. This has been mainly motivated by the demand of hand-held electronic devices which must consume less power. This thesis presents a hybrid approach for designing a low power Multi-Layer Perceptron (MLP) based Neural Network (NN) for speech recognition. They are bipartite tabular method and banking organization method. The MLP based NN is trained in Matlab using TIDIGITS corpus. This approach is simulated in Xilinx xc3s1200. The system is evaluated using optimized model weights which are exported from Matlab. Performance parameter like area and power is computed.