imshaaz21 / Spiking-Neural-Network-on-FPGALinks
CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL
☆20Updated last year
Alternatives and similar repositories for Spiking-Neural-Network-on-FPGA
Users that are interested in Spiking-Neural-Network-on-FPGA are comparing it to the libraries listed below
Sorting:
- Framework for radix encoded SNN on FPGA☆14Updated 3 years ago
- FPGA Design of a Spiking Neural Network.☆42Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆59Updated 4 years ago
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆15Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆85Updated 3 years ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆50Updated last year
- Spiking Neural Network RTL Implementation☆58Updated 4 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆61Updated 2 years ago
- FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch☆74Updated last month
- ☆37Updated last year
- An energy simulation framework for BPTT-based SNN inference and training.☆16Updated last year
- A repository FPGA-friendly SNN models☆33Updated 4 years ago
- ☆19Updated 4 years ago
- SNN on FPGA☆10Updated 3 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆36Updated 6 years ago
- ☆17Updated 4 years ago
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆28Updated 10 months ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆38Updated 5 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆23Updated 5 years ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆10Updated 3 years ago
- ☆18Updated 2 years ago
- Quantization-aware training with spiking neural networks☆44Updated 3 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆34Updated 5 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆42Updated 11 months ago
- ☆25Updated 3 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆175Updated last year
- FPGA Implementation of Image Processing for MNIST Dataset Based on Convolutional Neural Network Algorithm (CNN)☆11Updated last year
- A nest brain simulator based on FPGA(LIF NEURON)☆14Updated 3 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆25Updated 6 years ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆23Updated last year