Temporal Computer Organization

January 19, 2022 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors James E. Smith arXiv ID 2201.07742 Category cs.NE: Neural & Evolutionary Cross-listed cs.ET Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
This document is focused on computing systems implemented in technologies that communicate and compute with temporal transients. Although described in general terms, implementations of spiking neural networks are of primary interest. As background, an algebra for constructing temporal networks is summarized. Then, a system organization consisting of synchronized segments is described. The segments are feedforward internally with feedback between segments. A synchronizing clock resets network segments at the end of each computation step or cycle. In its basic form, the synchronizing clock merely performs a reset function. In the context of neural networks, this satisfies biological plausibility. However, functional completeness is restricted. This restriction is removed by allowing use of the synchronizing clock as an additional function input that acts as a temporal reference value.
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