Analog implementation of the incremental credit assignment (ICRA) scheme for time series classification

Author

Hatzopoulos, A. ; Koukas, G. ; Mpinos, G. ; Petridis, V. ; Kehagias, A.

Author_Institution

Dept. of Electr. & Comput. Eng., Aristotelian Univ. of Thessaloniki, Greece

Volume

2

fYear

1997

fDate

2-4 Jul 1997

Firstpage

731

Abstract

The incremental credit assignment (ICRA) scheme has been introduced by Petridis et al. (1996) and its application to time series classification has been shown by simulation results. In this work an analog hardware implementation of its decision module is described and its practical characteristics are given. The performance of the analog circuit agreed with the theoretical simulations and the results obtained were very promising for the application of the circuit in practical classification problems, like speech recognition

Keywords

analogue multipliers; feedforward neural nets; pattern classification; time series; decision module; feedforward neural networks; incremental credit assignment; multipliers; speech recognition; time series classification; Adders; Analog computers; Circuit simulation; Computer networks; Computer simulation; Concurrent computing; Convergence; Hardware; Neural networks; Neurons;

fLanguage

English

Publisher

ieee

Conference_Titel

Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on

Conference_Location

Santorini

Print_ISBN

0-7803-4137-6

Type

conf

DOI

10.1109/ICDSP.1997.628456

Filename

628456