gaiasilvestri / spike-time-dependent-plasticity
A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).
☆10Updated 9 years ago
Related projects ⓘ
Alternatives and complementary repositories for spike-time-dependent-plasticity
- 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
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 4 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- a spiking neural network module, tempotron for classification☆15Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆154Updated 5 years ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆11Updated last year
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 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
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆25Updated 2 years ago
- Some of my initial studies using spiking neural networks and Python☆33Updated 2 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆25Updated 8 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆129Updated 3 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago
- Spiking MLP built using BRIAN☆31Updated 7 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆28Updated 2 months ago
- spiking-neural-networks☆36Updated last year
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆21Updated 2 years ago
- Differentiate notes using a spiking neural network☆48Updated 2 years ago
- ☆67Updated 3 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆32Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆49Updated 2 years ago
- ☆42Updated 5 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆15Updated 4 years ago