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 12 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
Positioning control on a collaborative robot by sensor fusion with liquid state machines
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Oct 19, 2021 - Jupyter Notebook
Project on Implementation of Liquid State Machines
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Nov 29, 2021 - Jupyter Notebook
Graceful Degradation Under Noise on Brain Inspired Robot Controllers
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Jul 25, 2017 - Jupyter Notebook
A Liquid State Machine (LSM) with E-I balanced neurons
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Jul 20, 2018 - Python
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
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
Some stuff that I'm creating during the workshop
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Apr 6, 2019 - Jupyter Notebook
A simple Python implementation of EchoStateNetwork
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Jul 20, 2018 - Python
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