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
Bidirectional completion of cell assemblies in the cortex
TL;DR: While the straight-forward BAM extension of the Willshaw model does not improve the performance at high memory load, a new bidirectional recall method (CB-retrieval) is proposed accessing patterns with highly improved fault tolerance and also allowing segmentation of ambiguous input.
Journal ArticleDOI
Graph matching by neural relaxation
Mick Turner,Jim Austin +1 more
TL;DR: A new relaxation scheme for graph matching in computer vision is proposed which leads to a robust algorithm which can be implemented in a fast and efficient manner on a neural network architecture.
Journal ArticleDOI
Adaptive thresholds for neural networks with synaptic noise.
Désiré Bollé,Rob Heylen +1 more
TL;DR: In this paper, a macroscopic adaptive threshold is proposed for the retrieval dynamics of both layered feed-forward and fully connected neural network models with synaptic noise. And the authors show that if the threshold is chosen appropriately as a function of the cross-talk noise and of the activity of the stored patterns, an autonomous functioning of the network is guaranteed.
Ubiquitous Cognitive Computing: A Vector Symbolic Approach
TL;DR: A wide range of physical things are currently being integrated with the infrastructure of cyberspace in a process that is creating the so-called Internet of Things, and it is expected that Internet-con 2017 will be the first major gathering of this kind.
Book Chapter
Dynamical information processing in the CA1 microcircuit of the hippocampus.
TL;DR: The possible functional roles of the variety of neuronal types within this microcircuit during dynamic information processing are explored, considered within the framework of CA1 acting as an associative storage device during encoding and retrieval of episodic memories.
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.