open-neuromorphic / fpga-snntorchLinks
Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.
☆50Updated 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:
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆85Updated 3 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆174Updated last year
- Fully opensource spiking neural network accelerator☆152Updated 2 years ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆23Updated last year
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆60Updated 2 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆57Updated 3 years ago
- Spiking Neural Network RTL Implementation☆58Updated 4 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆186Updated 6 years ago
- ☆47Updated last year
- FPGA Design of a Spiking Neural Network.☆41Updated last year
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆26Updated 6 years ago
- FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch☆74Updated 2 weeks ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆38Updated 5 years ago
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆18Updated last year
- ☆24Updated 5 months ago
- A repository FPGA-friendly SNN models☆34Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆14Updated 3 years ago
- A Simulation Framework for Memristive Deep Learning Systems☆157Updated last year
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆23Updated 5 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆34Updated 5 years ago
- ☆17Updated 4 years ago
- ☆25Updated 3 years ago
- ☆18Updated 2 years ago
- CrossSim: accuracy simulation of analog in-memory computing☆169Updated 3 months ago
- A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated …☆55Updated last year
- From Pytorch model to C++ for Vitis HLS☆17Updated last week
- This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.☆123Updated 6 years ago
- 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…☆13Updated last year
- ☆19Updated 4 years ago
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆60Updated 4 months ago