Journal ArticleDOI
Non-holographic associative memory
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TLDR
The features of a hologram that commend it as a model of associative memory can be improved on by other devices.Abstract:
The features of a hologram that commend it as a model of associative memory can be improved on by other devices.read more
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Book ChapterDOI
Recovery of performance in a partially connected associative memory network through coding
TL;DR: It is shown using signal-to-noise ratio analysis that when the output patterns are self-organised the performance is greater than in a network with a higher connectivity and random patterns, in the regime of low connectivity and a high memory load.
Book ChapterDOI
Associative Networks and Perceptron Based on Memristors: Fundamentals and Algorithmic Implementation.
TL;DR: This chapter reviews the theoretical basics and algorithm implementation of Willshaw and single-layer perceptron memristor-based networks, developed using the open-source python language.
Impact du bruit synaptique sur les performances des réseaux de cliques neurales
TL;DR: In this paper, a modele de bruit cerebral is proposed, and the impact of this modele on the performances of reseaux de cliques neurales is analyzed. But, le bruit peut les ameliorer, notamment en evitant des minima locaux.
Skip Connections Increase the Capacity of Associative Memories in Variable Binding Mechanisms
TL;DR: Xie et al. as discussed by the authors investigated the implementation of variable binding via pointers of assemblies of neurons, which are sets of excitatory neurons that fire together, and found that assembly calculus networks implemented through Hebbian plasticity resemble associative memories in their structure and behavior.
References
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Journal ArticleDOI
Theory of Optical Information Storage in Solids
TL;DR: The theory of three-dimensional optical storage lends support to Beurle’s proposed mechanism of information storage in the brain, and makes three- dimensional storage very suitable for associative memories.
Journal ArticleDOI
Holographic Model of Temporal Recall
TL;DR: It is shown that there is at least one other mathematical model, which is considered to be a closer analogue of holography, because it operates with triple products of the temporal function to be recognized or recalled.
Journal ArticleDOI
Improved holographic model of temporal recall.
TL;DR: The modified static system described here is an alternative to Longuet-Higgins' model and takes account of the weaknesses of the nervous system as well as of its powers to imitate human memory with models.
Journal ArticleDOI
The Classification of Modifiable Synapses and Their Use In Models For Conditioning
TL;DR: It is argued that if the conditioning and memory mechanisms of the nervous system store information by means of modifiable synapses, some of these must be of class B or C, and if the models are to be given the property of extinction, classical conditioning requires modifiablesynapses of classes A and B or of class C.