ricardodeazambuja / SNN-Experiments
Some of my initial studies using spiking neural networks and Python
☆33Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SNN-Experiments
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course …☆10Updated 8 years ago
- Differentiate notes using a spiking neural network☆48Updated 2 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- spiking-neural-networks☆36Updated last year
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆25Updated 2 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆51Updated last year
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆154Updated 5 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆55Updated 6 years ago
- Liquid State Machines in Python and NEST☆66Updated 4 years ago
- RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.☆29Updated 6 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆30Updated 4 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Updated 9 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- a spiking neural network module, tempotron for classification☆15Updated 3 years ago
- ☆35Updated 2 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- ☆67Updated 3 years ago
- Spiking MLP built using BRIAN☆31Updated 7 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago
- ☆42Updated 5 years ago
- ☆32Updated 5 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 4 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆11Updated last year