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
A Walsh-Hadamard Based Distributed Storage Device for the Associative Search of Information
TL;DR: In this paper, a crosstalk reduction technique utilizing the gradient descent procedure is developed first which minimizes the memory processing error and enhances memory saving and a self-correcting technique is developed which achieves error-free recognition of near neighbors for any training pattern even among the presence of crosStalk.
Journal ArticleDOI
The Interplay of Synaptic Plasticity and Scaling Enables Self-Organized Formation and Allocation of Multiple Memory Representations.
TL;DR: The here presented model suggests that a few fundamental synaptic mechanisms may suffice to implement memory allocation and storage in neural circuitry and organizes simultaneously the adaptations of feed-forward and recurrent synapses.
Dissertation
Correlation Matrix Memories: Improving Performance for Capacity and Generalisation
TL;DR: This thesis presents a discussion of the issues involved with optimising the performance of CMMs in the context of larger architectures, and a method for producing codes suitable for storage in a CMM is presented, which provides the ability to react to previously unseen inputs.
AURA-Alert: The use of Binary Associative Memories for Condition Monitoring Applications
TL;DR: This work presents the use of AURA, a class of binary associative network built on correlation matrix memories (CMMs), as an underpinning technology for efficient, scalable pattern recognition in complex and large scale CM applications.
Journal ArticleDOI
Non-symbolic approaches to artificial intelligence and the mind. discussion
TL;DR: This work describes recent work due to Foster, who proposes that it is valid to view a system at many different levels of description and that, whereas any theory may have many different implementations, in general sub-symbolic theories may not be implementations of symbolic ones.
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.