open-neuromorphic / fpga-snntorchLinks
Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.
☆59Updated last year
Alternatives and similar repositories for fpga-snntorch
Users that are interested in fpga-snntorch are comparing it to the libraries listed below
Sorting:
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆188Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆89Updated 3 years ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆24Updated 2 years ago
- FPGA Design of a Spiking Neural Network.☆43Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆62Updated 4 years ago
- Fully opensource spiking neural network accelerator☆158Updated 2 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆71Updated 2 years ago
- Spiking Neural Network RTL Implementation☆62Updated 4 years ago
- ☆50Updated last year
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆40Updated 5 years ago
- A repository FPGA-friendly SNN models☆34Updated 4 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆201Updated 6 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆27Updated 6 years ago
- FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch☆84Updated 3 months ago
- A Simulation Framework for Memristive Deep Learning Systems☆167Updated last year
- CrossSim: accuracy simulation of analog in-memory computing☆177Updated 7 months ago
- This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.☆126Updated 6 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆25Updated 5 years ago
- Framework for radix encoded SNN on FPGA☆16Updated 3 years ago
- ☆34Updated 8 months ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆36Updated 6 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆38Updated 6 years ago
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆22Updated last year
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆60Updated 7 months ago
- Original DVS128 Gesture Dataset in PyTorch☆12Updated 2 years ago
- A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated …☆60Updated last year
- A three-layer LIF neuron SNN accelerator. The first layer is the input layer and has 784 neurons, that receive the encoded spikes. The se…☆14Updated 2 years ago
- ☆28Updated 3 years ago
- From Pytorch model to C++ for Vitis HLS☆18Updated 3 weeks ago
- SNN on FPGA☆12Updated 3 years ago