Glial-inspired ANN algorithm for unsupervised classification and zero-shot forecassting of nonstationary dynamics. Based on dynamical systems theory with a bit of simplicial homotopy theory. Preprint of the manuscript available in the URL.
machine-learning machine-learning-algorithms artificial-intelligence simplicial-complexes homotopy-theory artificial-neural-networks dynamical-systems glia anomaly-detection classification-algorithims neuromorphic-computing time-series-forecasting self-organizing-network zeroshot-learning nonstationary-time-series zeroshot-classification synchronization-theory
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Mar 6, 2025 - Jupyter Notebook