jeshraghian / ESSCIRC23-os-neuromorphic-tutorial
Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.
☆20Updated last year
Alternatives and similar repositories for ESSCIRC23-os-neuromorphic-tutorial:
Users that are interested in ESSCIRC23-os-neuromorphic-tutorial are comparing it to the libraries listed below
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆39Updated 10 months ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆12Updated last year
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆24Updated 5 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆27Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆78Updated 2 years ago
- Fully opensource spiking neural network accelerator☆133Updated last year
- Simulations using Brian for memristor-based neural networks using STDP learning☆26Updated 8 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆53Updated 3 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆24Updated last year
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆34Updated 4 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆48Updated last year
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆32Updated 5 years ago
- ☆24Updated 2 years ago
- ☆44Updated 11 months ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆150Updated last year
- This Pytorch-based framework demonstrates a sentiment analysis task in the IMDB movie reviews dataset using an SNN with a statistic memri…☆20Updated 2 years ago
- FPGA Design of a Spiking Neural Network.☆34Updated 8 months ago
- ☆9Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆13Updated 3 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆21Updated 4 years ago
- ☆35Updated 2 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆32Updated 5 years ago
- Spiking Neural Network RTL Implementation☆49Updated 3 years ago
- A repository FPGA-friendly SNN models☆32Updated 3 years ago
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆49Updated last year
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆56Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆31Updated 4 months ago
- ☆17Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Physical memristor/RRAM/resistive switching device SPICE compact model, that is able to accurately fit both unipolar/bipolar devices sett…☆39Updated 5 years ago