engleski

Can holographic networks be used for data compression?

This paper considers the possibility of using holographic neural networks for data compression. A series of experiments is presented, where various data files have been coded and reproduced by a holographic neuron. The objective of those experiments was to reduce the size of the neuron memory as much as possible, while still retaining the required reproduction accuracy. The obtained results indicate when holographic networks are suitable for data compression, and how successful they are.

artificial neural networks; holographic neural technology; data compression

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