Some of my initial studies using spiking neural networks and Python
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Mar 3, 2022 - Jupyter Notebook
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liquid-state-machines
Here are 13 public repositories matching this topic...
Nengo library of additional extensions
spiking-neural-networks dynamical-systems linear-systems echo-state-networks nengo dynamical-modeling liquid-state-machines spiking-networks neural-engineering-framework delay-systems pade-polynomials leech-lattice kissing-points
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Apr 10, 2023 - Python
Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
machine-learning deep-learning csharp regression prediction recurrent-neural-networks classification machine-learning-library feedforward-neural-network spiking-neural-networks echo-state-networks dotnet-standard reservoir-computing multiclass-classification time-series-classification liquid-state-machines time-series-forecasting activation-functions
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May 11, 2023 - C#
Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control
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Jul 14, 2021 - Jupyter Notebook
Project on Implementation of Liquid State Machines
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Nov 29, 2021 - Jupyter Notebook
A Liquid State Machine (LSM) with E-I balanced neurons
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Jul 20, 2018 - Python
Positioning control on a collaborative robot by sensor fusion with liquid state machines
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Oct 19, 2021 - Jupyter Notebook
Graceful Degradation Under Noise on Brain Inspired Robot Controllers
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Jul 25, 2017 - Jupyter Notebook
Step-by-Step Brian Simulation
python robotics spike spiking-neural-networks brian lsm snn liquid-state-machines brian-simulation-step
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Jul 26, 2017 - Python
Hybrid long short-term plasticity liquid state machine
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Jun 13, 2026 - Python
Implementation of Echo State Networks, a special kind of Recurrent Neural Networks
python machine-learning neural-network machine-learning-algorithms esn recurrent-neural-networks rnn echo-state-networks reservoir-computing rnn-model liquid-state-machines machinelearning-python
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May 19, 2020 - Jupyter Notebook
A simple Python implementation of EchoStateNetwork
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Jul 20, 2018 - Python
Some stuff that I'm creating during the workshop
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Apr 6, 2019 - Jupyter Notebook
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