# Signal automata and hidden Markov models

arXiv: https://arxiv.org/abs/2105.01341 · HTML: https://mlsanity.com/paper/2105.01341/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 19 references that are in the map.
- First posted on arXiv 4 May 2021.

## Abstract (arXiv)

A generic method for inferring a dynamical hidden Markov model from a time series is proposed. Under reasonable hypothesis, the model is updated in constant time whenever a new measurement arrives.