Advanced Biomimetic Cells Architecture for Parallel Operations in Artificial Intelligence

2019 Fourth International Conference on Advances in Computational Tools for Engineering Applications (ACTEA)(2019)

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摘要
This paper introduces a new architecture of Biomimetic Cells, which is very different in its nucleus from simple cells, and presents a multi combinational grid between inputs, weights and outputs. Designers are free to use hybrid combination of cells to model any required arrangement style. This leads to a massive reduction in complexity. The high degrees of freedom in devising combinations in structure and length make the proposed system a unique operational platform for the generalization of virtually any computational system. The transparency presented by these new cells allows the visibility and availability of any information at any layer. Moreover, the new cells present multiple modes arrays of functionality, which allow the direct switching between multiple modes of processing without needing reconfiguration.
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关键词
Artificial intelligence,biomimetic cells,biology computing,computational intelligence,neural networks,neuromorphic engineering
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