Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks with Reinforcement Learning".
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May 26, 2022 - Python
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nest-simulator
Here are 11 public repositories matching this topic...
A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).
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Dec 16, 2017 - Python
Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity.
python spiking-neural-networks working-memory nest-simulator spiking-cortical-model short-term-plasticity
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Feb 8, 2019 - Python
Bio-inspired neuromorphic cerebellum
spinnaker neuromorphic pynn neuromorphic-hardware nest-simulator neuromorphic-computing cerebellum spinnaker-hardware spiking-neural-network spinnaker-nmc cerebellum-model
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Sep 29, 2023 - Python
deNEST: A declarative interface for specifying networks and simulations in NEST
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Sep 11, 2024 - Python
Simulation code for simulations run in my PhD
computational-neuroscience associative-memory nest-simulator cortical-network structural-plasticity peripheral-lesioning
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Mar 1, 2021 - Python
Simulation source code used in SinhaEtAl2021
computational-neuroscience nest-simulator cortical-network structural-plasticity peripheral-lesioning
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Jun 2, 2021 - Python
Statistical tests for some of the most common connection algorithms used in neural networks. Brian, PyNN, NEST and CSA are tested.
python unit-testing statistics neural-network test-suite brian academic-project csa pynn nest-simulator connection-set-algebra
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Dec 26, 2018 - Python
Scripts used to post process data collected from my research simulations
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May 7, 2021 - Python
Adaptive Generalized Leaky Integrate-and-Fire Model (AGLIF) (Marasco et al., 2023)
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Oct 19, 2023 - Python
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