Pattern Recognition and Memory Mapping using Mirroring Neural Networks

Details Pattern Recognition and Memory Mapping using Mirroring Neural Networks Pattern Recognition and Memory Mapping using Mirroring Neural Networks

2008-12-13

arxiv.org/abs/0812.2535v1

Paper No 336, IEEE, ICETiC 2009, International Conference on Emerging Trends in Computing

Computer Science

Artificial Intelligence

Scientific paper

In this paper, we present a new kind of learning implementation to recognize the patterns using the concept of Mirroring Neural Network (MNN) which can extract information from distinct sensory input patterns and perform pattern recognition tasks. It is also capable of being used as an advanced associative memory wherein image data is associated with voice inputs in an unsupervised manner. Since the architecture is hierarchical and modular it has the potential of being used to devise learning engines of ever increasing complexity.

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