Speculation on graph computation architectures and computing via synchronization

Details Speculation on graph computation architectures and computing via synchronization Speculation on graph computation architectures and computing via synchronization

2004-04-22

arxiv.org/abs/cs/0404045v2

Computer Science

Neural and Evolutionary Computing

61 pages. Informal, rambling. (replacment changed only abstract)

Scientific paper

A speculative overview of a future topic of research. The paper is a collection of ideas concerning two related areas: 1) Graph computation machines ("computing with graphs"). This is the class of models of computation in which the state of the computation is represented as a graph or network. 2) Arc-based neural networks, which store information not as activation in the nodes, but rather by adding and deleting arcs. Sometimes the arcs may be interpreted as synchronization. Warnings to readers: this is not the sort of thing that one might submit to a journal or conference. No proofs are presented. The presentation is informal, and written at an introductory level. You'll probably want to wait for a more concise presentation.

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