synaptic-plasticity

There are 0 repository under synaptic-plasticity topic.

• ggoupy / SpikingConvNet

  Convolutional spiking neural network implementing STDP

  mnist-classificationspiking-neural-networksstdpsynaptic-plasticityunsupervised-learning
  Language:Python 13

• ggoupy / CSNN-VDSP

  Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons

  stdpdeep-learningmnist-classificationspiking-neural-networkssynaptic-plasticitytidigits-classificationunsupervised-learning
  Language:Python 11

• ziemowit-s / neuronpp

  Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.

  neuronhocstdpsynapsessynaptic-plasticityneuroinformaticsneuron-simulatorneural-networksnnspiking-neural-networksspiking-networksspiking-neurons
  Language:AGS Script 7

• pabogdan / neurogenesis

  This repository contains my current doctoral research at the University of Manchester

  neuromorphic-computingpynnspinnakerstructural-plasticitysynaptic-plasticitytheoretical-neuroscience
  Language:Python 5

• acaciasresearch / aegis-viii-showcase

  Showcases of Spiking Neural Network, which have Synaptic Plasticity

  spiking-neural-networksynaptic-plasticity
  4

• IGITUGraz / dendritic_rewiring

  Simulation code for Limbacher, T. and Legenstein, R. (2020). Emergence of Stable Synaptic Clusters on Dendrites Through Synaptic Rewiring

  catastrophic-forgettingdendritesspiking-neural-networksstructural-plasticitysynaptic-plasticity
  Language:Python 4

• VogelsLab / fSBI

  Companion code to Confavreux*, Ramesh*, Goncalves, Macke* & Vogels*, Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference, NeurIPS 2023

  meta-learningneurosciencesimulation-based-inferencespiking-networkssynaptic-plasticity
  Language:Jupyter Notebook 2

• celinesoeiro / TCM-Model-old

  Model of the Thalamo-Cortical Microcircuit - Please, refer to the new repository https://github.com/celinesoeiro/TCM-model

  dbsizhikevich-modelsynaptic-plasticitythalamocortical-modelstsodkys-markram-model
  Language:Python 1

• daveh19 / IndependentLIFsimulator

  Simulate multiple independent leaky integrate-and-fire neurons. Incorporates synaptic plasticity model. Useful for comparing effect of independence vs causal synaptic coupling on synaptic plasticity.

  gpu-programmingparallel-programmingneuronal-networksynaptic-plasticity
  Language:C 1

• gaurangm-web / ca1-spine-with-er

  Python code accompanying the paper https://doi.org/10.1101/460568

  synaptic-plasticitymathematical-modellingneurobiology
  Language:Python 1

• ModelDBRepository / 249706

  Inhibitory neuron plasticity as a mechanism for ocular dominance plasticity (Bono & Clopath 2019)

  abstract-rate-based-neuronsynaptic-plasticitypython
  Language:Python 1

• daveh19 / MFNetwork

  Numerical integration of mean-field equations for large-scale leaky integrate-and-fire neuronal network simulations incorporating synaptic plasticity via Graupner Brunel model. Includes support for a memory-induction stim-pop.

  statistical-physicsmean-field-theoryartificial-neural-networksrecurrent-neural-networkssynaptic-plasticitylearning
  Language:C 0

• daveh19 / PCPlasticity

  Parallel-fibre to Purkinje cell plasticity simulator. Multiple optimisation functions incorporated to fit model to experimental data.

  mathematical-modellingnumerical-optimizationbiologyneurobiologysynaptic-plasticity
  Language:C

• ModelDBRepository / 114355

  Homeostatic synaptic plasticity (Rabinowitch and Segev 2006a,b)

  hippocampus-ca1-pyramidal-glu-cellsynaptic-plasticityneuron-simulator
  Language:AMPL

• ModelDBRepository / 141270

  Cerebellar long-term depression (LTD) (Antunes and De Schutter 2012)

  cerebellum-purkinje-gaba-cellsynaptic-plasticitysteps
  Language:Python

• ModelDBRepository / 167875

  Vestibulo-Ocular Reflex model in Matlab (Clopath at al. 2014)

  cerebellum-purkinje-gaba-cellsynaptic-plasticitymatlab
  Language:MATLAB

• ModelDBRepository / 253369

  Factors contribution to GDP-induced [Cl-]i transients (Lombardi et al 2019)

  hippocampus-ca3-pyramidal-glu-cellsynaptic-plasticityneuron-simulator
  Language:AMPL