mrahtz / musical-pattern-recognition-in-spiking-neural-networks

Related projects: ⓘ

• jmsbrcwll / SpikeProp
  spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals
  ☆17Updated 10 years ago
• roberthangu / snn_object_recognition
  One-Shot Object Appearance Learning using Spiking Neural Networks
  ☆23Updated 5 years ago
• djsaunde / lm-snn
  Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
  ☆148Updated 5 years ago
• ricardodeazambuja / SNN-Experiments
  Some of my initial studies using spiking neural networks and Python
  ☆33Updated 2 years ago
• zhouyanasd / DL-NC
  spiking-neural-networks
  ☆36Updated last year
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆119Updated 7 years ago
• tartavull / snn-rl
  Reinforcement Learning for Spiking Neural Networks
  ☆78Updated last month
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆79Updated 6 years ago
• npvoid / SDNN_python
  ☆66Updated 2 years ago
• haoyz / sym-STDP-SNN
  Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…
  ☆46Updated 3 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆62Updated 5 years ago
• fzenke / pub2018superspike
  Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.
  ☆54Updated 6 years ago
• syntapy / normad
  Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.
  ☆11Updated last year
• jinyyy666 / mm-bp-snn
  ☆32Updated 5 years ago
• laurence-lin / tempotron
  a spiking neural network module, tempotron for classification
  ☆15Updated 3 years ago
• Shikhargupta / Spiking-Restricted-Boltzmann-Machine
  RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
  ☆29Updated 6 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆97Updated 4 years ago
• h-betz / NeuralNetwork
  Spiking Neural Network to identify spoken letters
  ☆8Updated 7 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆49Updated last year
• Shikhargupta / snn-brian-mlp
  Spiking MLP built using BRIAN
  ☆31Updated 7 years ago
• gaiasilvestri / spike-time-dependent-plasticity
  A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).
  ☆10Updated 9 years ago
• Sabnam-Mustari / Iris_SNN
  Feedforward spiking neural network has been trained with SpikeProp algorithm
  ☆22Updated 6 years ago
• KEDRI-AUT / snn-encoder-tools
  Data encoders
  ☆31Updated 3 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆59Updated 3 years ago
• chrhenning / snn_global_pattern_induction
  Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…
  ☆13Updated 6 years ago
• XiaoquinNUDT / Three-SNN-learning-algorithms-in-Brian2
  The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …
  ☆13Updated 4 years ago
• nmi-lab / dcll
  ☆41Updated 5 years ago
• shashank135sharma / Spiking-Neural-Network---Genre-Recognizer
  A spiking neural network based on the LIF neuron model to detect genre of given song
  ☆22Updated 6 years ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆36Updated 2 years ago
• dannyneil / spiking_relu_conversion
  ☆69Updated 9 years ago