A novel RNN uses stigmergy for temporal input encoding.
problem Temporal input encoding in RNNs.
method Stigmergy-based computational memory in RNN design.
result Stigmergy enables coherent temporal input encoding.
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A current research trend in neurocomputing involves the design of novel artificial neural networks incorporating the concept of time into their operating model. In this paper, a novel architecture that employs stigmergy is proposed. Computational stigmergy is used to dynamically increase (or decrease) the strength of a…