RishabhMalviya / Spiking-Neural-Network-Simulations
A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course code: EE 746), taught by Professor Bipin Rajendran
☆10Updated 8 years ago
Alternatives and similar repositories for Spiking-Neural-Network-Simulations:
Users that are interested in Spiking-Neural-Network-Simulations are comparing it to the libraries listed below
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Updated 9 years ago
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Updated 2 years ago
- Some of my initial studies using spiking neural networks and Python☆36Updated 2 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆46Updated 4 years ago
- spiking-neural-networks☆36Updated last month
- Simulations using Brian for memristor-based neural networks using STDP learning☆26Updated 8 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆27Updated 2 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 5 years ago
- a spiking neural network module, tempotron for classification☆16Updated 4 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆17Updated 4 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 7 years ago
- Memristor Reinforcement Learning☆28Updated 5 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- training SNN with Resume algorithm☆11Updated 5 years ago
- a simple snn model in matlab☆21Updated 8 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 4 years ago
- construct a spiking neural network☆23Updated 6 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆31Updated 5 months ago
- ☆13Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆156Updated 5 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 3 years ago
- ☆9Updated 5 years ago
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆11Updated 2 years ago
- ☆42Updated 5 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- 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