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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Book ChapterDOI
Improving Recall in an Associative Neural Network Model of the Hippocampus
TL;DR: In this paper, a bio-inspired neural model of hippocampal CA1 region was employed to systematically evaluate its mean recall quality against different number of stored patterns, overlaps and active cells per pattern.
Journal ArticleDOI
Classification and Generation of real-world data with an Associative Memory Model
TL;DR: In this paper , the authors extend the capabilities of the basic Associative Memory Model by using a Multiple-Modality framework, where the memory stores several modalities (e.g., visual, or textual) of each pattern simultaneously.
Posted ContentDOI
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise
TL;DR: In this paper, a modular sparse distributed code (MSDC) coding field (CF) consists of Q WTA competitive modules (CMs), each comprised of K binary units (analogs of principal cells).
Journal ArticleDOI
Analytical expressions for neural interactions which improve upon the projector rule
TL;DR: In the regime of linearly independent patterns, the authors derives, using normal forms, analytical expressions for neural interaction which improve upon the projector rule (in the sense that all stability parameters are larger).
A Cortex-inspired Associative Memory with O(1) Time Complexity Learning, Recall, and Recognition of Sequences
TL;DR: The cortex-inspired associative memory model possessing O(1) time complexity for both storage and retrieval of sequences is described, and the property that the size of the intersection between representations is an increasing function of the spatiotemporal similarity of the moments that they represent is reflected directly in the patterns of intersections over the set of representations.
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.