Recursive Hetero-associative Memories for Translation

No Rounding Reverse Fuzzy Morphological Associative Memories

The fuzzy morphological associative memories (FMAM) have many attractive advantages, but their recall effects for hetero associative memories are poor. This shortcoming impedes the application of hetero-FMAM. Aiming at the problem, and inspired by the unified framework of morphological associative memories, a new method called no rounding reverse fuzzy morphological associative memories (NRFMAM...

Holographic Reduced Representations I Introduction Ii.a Associative Memories Be the Trace Composition Operation. Let ~ Ii.c Convolution-correlation Memories

Associative memories are conventionally used to represent data with very simple structure: sets of pairs of vectors. This paper describes a method for representing more complex com-positional structure in distributed representations. The method uses circular convolution to associate items, which are represented by vectors. Arbitrary variable bindings, short sequences of various lengths, simple ...

Associative Memories for Chemical Sensing

We consider application of neural associative memories to chemical image recognition. Chemical image recognition is identification of substance using chemical sensors' data. The primary advantage of associative memories as compared with feed-forward neural networks is highspeed learning. We have made experiments on odour recognition using hetero-associative and modular autoassociative memories....

Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns

A multi-modular associator network for simple temporal sequence learning and generation

Temporal sequence generation readily occurs in nature. For example performing a series of motor movements or recalling a sequence of episodic memories. Proposed networks which perform temporal sequence generation are often in the form of a modification to an auto-associative memory by using heteroassociative or time-varying synaptic strengths, requiring some pre-chosen temporal functions. Intra...