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 Article
Using conceptors to manage neural long-term memories for temporal patterns
TL;DR: A mechanism of neurodynamical pattern learning and representation, called conceptors, is proposed, which offers an integrated account of a number of such phenomena and functionalities.
Journal ArticleDOI
Hadoop neural network for parallel and distributed feature selection
TL;DR: A theoretical basis for a Hadoop-based neural network for parallel and distributed feature selection in Big Data sets is introduced which is underpinned by an associative memory (binary) neural network which is highly amenable to Parallel and distributed processing and fits with the Hadoops paradigm.
Proceedings ArticleDOI
Implementation of artificial neural networks on a reconfigurable hardware accelerator
TL;DR: The hardware implementations of three different artificial neural networks are presented and the basis for the implementations is the reconfigurable hardware accelerator RAPTOR2000, which is based on FPGAs.
Journal ArticleDOI
Performance characteristics of the associative net
Jay T. Buckingham,David Willshaw +1 more
TL;DR: It is shown that in some cases it may be more efficient (in information theoretic terms) to store many patterns that are each retrieved with a high error rate rather than fewer patterns which are each retrieval with high accuracy.
Journal ArticleDOI
Robust Active Binocular Vision through Intrinsically Motivated Learning
Luca Lonini,Sébastien Forestier,Sébastien Forestier,Céline Teulière,Yu Zhao,Bertram E. Shi,Jochen Triesch +6 more
TL;DR: This work systematically investigates the robustness of the intrinsically motivated learning approach for efficient coding in active perception and demonstrates that this approach gives rise to a self-calibrating perceptual system of high robustness.
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.