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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “stigmergy”

Using stigmergy to incorporate the time into artificial neural networkscs.NE

A new neural network uses stigmergy to incorporate time.

problem Designing neural networks that can handle temporal data.

method Employing computational stigmergy to dynamically adjust neuron activation levels.

result Solved the XOR problem with a single stigmergic neuron.

neural networks stigmergy time neuron dynamics XOR problem

2018-10-26abs ↗pdf ↗

Using stigmergy as a computational memory in the design of recurrent neural networkscs.NE

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.

RNN Stigmergy Temporal Input Neural Networks Computational Memory

2019-01-09abs ↗pdf ↗