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Journal ArticleDOI

Non-holographic associative memory

David Willshaw, +2 more
- 01 Jan 1988 - 
- Vol. 222, Iss: 5197, pp 151-156
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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.

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Citations
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Proceedings ArticleDOI

A BAM with increased information storage capacity

TL;DR: The commonly encountered version of B. Kosko's bidirectional associative memory (BAM) (1988) is generalized to include nonzero thresholds and this modified neural network is referred to as the nonhomogeneous BAM.
Journal ArticleDOI

Associative memory in networks of spiking neurons.

TL;DR: A computational model of a network of cortical neurons on the base of biophysically well constrained and tested two-compartmental neurons developed by Pinsky and Rinzel is developed and investigated, comparable to optimally tuned formal associative networks.
Journal ArticleDOI

Memory, modelling and Marr: a commentary on Marr (1971) ‘Simple memory: a theory of archicortex’

TL;DR: David Marr's theory of the archicortex and his theory of theories are described, setting them into their original and a contemporary context, and assessing their impact.
Journal ArticleDOI

Dynamics of the CA3 Pyramidal Neuron Autoassociative Memory Network in the Hippocampus

TL;DR: The CA3 recurrent network is shown to retrieve memories under specific conditions of the setting of the membrane potential of the pyramidal neurons by inhibitory interneurons, improving both capacity and overlap of the final state with the memory.
Journal ArticleDOI

Information capacity of associative memories

TL;DR: The authors derive the asymptotic information capacity of associative memory networks using results from normal approximation theory and theorems about exchangeable random variables.
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

The neurophysiology of remembering.

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.