Application of wavelet-matched filters to holographic associative memories

We propose a novel method for improving association abilities of a holographic associative memory by using wavelet-matched filtering. Based on an edge-enhancement and muitiscaling properties of the wavelet transform, a sharp correlation peak between a partial input and a stored datum can be obtained...

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Main Authors:	Widjaja, Joewono, Tomita, Yasuo, Abdul Rahman, Abdul Wahab
Format:	Article
Language:	English
Published:	Elsevier 1996
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/38324/ http://irep.iium.edu.my/38324/ http://irep.iium.edu.my/38324/ http://irep.iium.edu.my/38324/1/Application_of_wavelet-matched_filters_to_holographic_associative_memories.pdf

id	iium-38324
recordtype	eprints
spelling	iium-383242014-09-18T04:52:40Z http://irep.iium.edu.my/38324/ Application of wavelet-matched filters to holographic associative memories Widjaja, Joewono Tomita, Yasuo Abdul Rahman, Abdul Wahab T Technology (General) We propose a novel method for improving association abilities of a holographic associative memory by using wavelet-matched filtering. Based on an edge-enhancement and muitiscaling properties of the wavelet transform, a sharp correlation peak between a partial input and a stored datum can be obtained. This leads to higher association abilities. Autoand hetero-association operations are demonstrated experimentally. Elsevier 1996-12-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/38324/1/Application_of_wavelet-matched_filters_to_holographic_associative_memories.pdf Widjaja, Joewono and Tomita, Yasuo and Abdul Rahman, Abdul Wahab (1996) Application of wavelet-matched filters to holographic associative memories. Optics Communications, 132 (3-4). pp. 217-220. ISSN 0030-4018 http://www.sciencedirect.com/science/article/pii/0030401896003719# 10.1016/0030-4018(96)00371-9
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Widjaja, Joewono Tomita, Yasuo Abdul Rahman, Abdul Wahab Application of wavelet-matched filters to holographic associative memories
description	We propose a novel method for improving association abilities of a holographic associative memory by using wavelet-matched filtering. Based on an edge-enhancement and muitiscaling properties of the wavelet transform, a sharp correlation peak between a partial input and a stored datum can be obtained. This leads to higher association abilities. Autoand hetero-association operations are demonstrated experimentally.
format	Article
author	Widjaja, Joewono Tomita, Yasuo Abdul Rahman, Abdul Wahab
author_facet	Widjaja, Joewono Tomita, Yasuo Abdul Rahman, Abdul Wahab
author_sort	Widjaja, Joewono
title	Application of wavelet-matched filters to holographic associative memories
title_short	Application of wavelet-matched filters to holographic associative memories
title_full	Application of wavelet-matched filters to holographic associative memories
title_fullStr	Application of wavelet-matched filters to holographic associative memories
title_full_unstemmed	Application of wavelet-matched filters to holographic associative memories
title_sort	application of wavelet-matched filters to holographic associative memories
publisher	Elsevier
publishDate	1996
url	http://irep.iium.edu.my/38324/ http://irep.iium.edu.my/38324/ http://irep.iium.edu.my/38324/ http://irep.iium.edu.my/38324/1/Application_of_wavelet-matched_filters_to_holographic_associative_memories.pdf
first_indexed	2023-09-18T20:55:03Z
last_indexed	2023-09-18T20:55:03Z
_version_	1777410248220344320

Application of wavelet-matched filters to holographic associative memories

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