Error Measurement for Holographic Associative Memory

Abstract We present a heuristic for the error in the output of holographic associative memory while using the basic training regime, and propose a new formula for the normalisation coefficient used during recalling. We conduct experiments to measure the adequacy of our heuristic, and also to look at the effect of symmetrisation and expansion, while using mainly visual stimuli with responses encoded as codewords of Reed–Muller codes.

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Journal
Acta Universitatis Sapientiae Informatica
Published
2026-04-06
DOI
https://doi.org/10.1007/s44427-026-00031-w
Primary Topic
Ferroelectric and Negative Capacitance Devices
Type
article
Field-Weighted Citation Impact
0.00

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article

Error Measurement for Holographic Associative Memory

Gábor Román
Acta Universitatis Sapientiae Informatica
Ferroelectric and Negative Capacitance Devices
article

Error Measurement for Holographic Associative Memory

Gábor Román
article en

Abstract

Abstract We present a heuristic for the error in the output of holographic associative memory while using the basic training regime, and propose a new formula for the normalisation coefficient used during recalling. We conduct experiments to measure the adequacy of our heuristic, and also to look at the effect of symmetrisation and expansion, while using mainly visual stimuli with responses encoded as codewords of Reed–Muller codes.

Acta Universitatis Sapientiae InformaticaVol. 18(1)
Eötvös Loránd University (HU)
Eötvös Loránd Tudományegyetem
Reduced inequalities
Openalex Percentile: Top 23%
Ferroelectric and Negative Capacitance Devices
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