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
Citations
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Journal ArticleDOI
Storage capacity of neural networks: effect of the fluctuations of the number of active neurons per memory
TL;DR: The storage capacity in an attractor neural network with excitatory couplings is shown to depend not only on the fraction of active neurons per pattern, but also on the fluctuations around this value, in the thermodynamical limit.
Book ChapterDOI
23 – Implications of Simulated Lesion Experiments for the Interpretation of Lesions in Real Nervous Systems
DissertationDOI
Feature selection and information fusion in hierarchical neural networks for iterative 3D-object recognition
TL;DR: This work offers a novel approach for solving multi-class object recognitions tasks by dividing the complex task into several hierarchically structured sub-problems that are easier to solve.
Proceedings ArticleDOI
A modified sparse distributed memory model for extracting clean patterns from noisy inputs
Hongying Meng,Kofi Appiah,Andrew Hunter,Shigang Yue,Mervyn Hobden,Nigel Priestley,Peter Hobden,Cy Pettit +7 more
TL;DR: Modifications to the Sparse Distributed Memory model are proposed that improve its efficiency and performance in pattern recall, and the address matrix is built using training samples rather than random binary sequences, which improves the recall performance significantly.
Journal Article
Gnostic cells in the 21st century
TL;DR: It is discussed whether the characteristics of the recently discovered concept cells, i.e. neurons in the human medial temporal lobe with a very high degree of specificity and invariance, fit the conjecture of gnostic or grandmother cells and then discusses the key role of concept cells in memory formation.
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.