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Study in : Reservoir Computing . Chaos . Noise . Fractals.

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Study and Implementation of Deterministic and non deterministic chaos models. Noise. Fractals. And Reservoir computing.

Lecture reference: statistical mechanics

Non deterministic chaos reference paper: Non-deterministic Chaos

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Questions

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1. Could noise induce or reduce chaos?
2. Stochastic noise, Random noise, (non)deterministic chaos and effect on predictability/system behaviour.
3. Identifying or distinguishing noise from chaos.
4. Could models (ESN or LSTM for example) still perform well for nondeterministic and chaotic system ?
5. Understanding Fractals. And how useful they are to Machine learning.
6. Statistical Mechanics (Ecole Normale Superieur Coursera).