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Liquid-State-Machine (LSM)

Installation

pip3 install -r requirements.txt && pip3 install .

Requirements

Working installation of NEST for Ubuntu users:

Add the PPA repository for NEST and update apt:

sudo add-apt-repository ppa:nest-simulator/nest
sudo apt-get update

Install NEST:

sudo apt-get install nest

Homebrew (macOS):

brew install nest

References

[1] Maass et. al. (2002). Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations. Neural Computation, 14(11), 2531–2560.

[2] Kaiser et. al. (2017). Scaling up liquid state machines to predict over address events from dynamic vision sensors. Bioinspiration & Biomimetics, 12(5), 055001.

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Liquid State Machine (Maass et. al. 2002)

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