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
Short-term potentiation effect on pattern recall in sparsely coded neural network
Julius Stroffek,Petr Marsalek +1 more
TL;DR: This work studies properties of a neural network which uses a cyclic Hebb rule and adds the short term potentiation of synapses in the recall phase, and shows that this approach preserves the ability of the network to recognize the patterns stored by the network and that the network does not respond to other patterns at the same time.
Journal ArticleDOI
Sparsification from dilute connectivity in a neural network model of memory.
Miguel Maravall,Miguel Maravall +1 more
TL;DR: It is argued that one should explicitly consider the trade-off that exists between storage of patterns and preservation of information, and its consequent constraints, to evaluate the model's performance and suitability.
DissertationDOI
The relaxation method for learning in artificial neural networks
TL;DR: Photographs included in the original manuscript have been reproduced xerographically in this copy, and each original is also photographed in one exposure and is included in reduced form at the back of the book.
Proceedings Article
Recognition of handwritten digits using sparse codes generated by local feature extraction methods
TL;DR: This work investigates when sparse coding of sensory inputs can improve performance in a classification task, and uses the MNIST database of handwritten digits as a standard data set.
Book ChapterDOI
Image recognition in hypercolumnar scale space by sparsely coded associative memory
H. Janßen,J. Kopecz +1 more
TL;DR: The authors proposed a pattern recognition system based on an architecture similar to the one found in human visual cortex which is called hypercolumns, which can be used to define a short range interaction to make desirable information like edge continuation more explicit.
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.