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
Object-action complexes: Grounded abstractions of sensory-motor processes
Norbert Krüger,Christopher W. Geib,Justus Piater,Ronald P. A. Petrick,Mark Steedman,Florentin Wörgötter,Ales Ude,Tamim Asfour,Dirk Kraft,Damir Omrcen,Alejandro Agostini,Rüdiger Dillmann +11 more
TL;DR: This paper gives a formal definition of OACs, provides examples of their use for autonomous cognitive robots, and enumerates a number of critical learning problems in terms of Oacs.
Journal ArticleDOI
Using and designing massively parallel computers for artificial neural networks
Tomas Nordström,Bertil Svensson +1 more
TL;DR: This paper studies the attempts to make ANN algorithms run on massively parallel computers as well as designs of new parallel systems tuned for ANN computing, and identifies different classes of parallel architectures used or designed for ANN.
Book ChapterDOI
The Self-Organizing Maps: Background, Theories, Extensions and Applications
TL;DR: Among various existing neural network architectures and learning algorithms, Kohonen’s selforganizing map (SOM) is one of the most popular neural network models and can provide topologically preserved mapping from input to output spaces.
Journal ArticleDOI
Statistical mechanics of neural networks
TL;DR: A neural network is a large, highly interconnected assembly of simple elements that resemble biological neurons, which fire when the sum of the inputs from their synapses exceeds a “firing” threshold.
Journal ArticleDOI
Hebbian plasticity requires compensatory processes on multiple timescales.
TL;DR: It is suggested that learning and memory rely on an intricate interplay of diverse plasticity mechanisms on different timescales which jointly ensure stability and plasticity of neural circuits.
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.