Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
☆213Nov 4, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-neuromorphic-hw
Users that are interested in awesome-neuromorphic-hw are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A list of neuromorphic software projects☆314Jul 12, 2025Updated 11 months ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆81Mar 30, 2023Updated 3 years ago
- Fully opensource spiking neural network accelerator☆177Feb 13, 2023Updated 3 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆64Jul 28, 2021Updated 4 years ago
- Spiking Neural Network RTL Implementation☆69Jun 8, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- SNN on FPGA☆13Apr 26, 2022Updated 4 years ago
- This project aims to develop a novel neuromorphic NoC architecture based on RISC-V ISA to support spiking neural network applications, an…☆22Nov 27, 2025Updated 7 months ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆25Feb 9, 2020Updated 6 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆96Feb 18, 2022Updated 4 years ago
- A repository FPGA-friendly SNN models☆36Mar 24, 2021Updated 5 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆227Apr 20, 2019Updated 7 years ago
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆62Feb 10, 2026Updated 4 months ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆42Jun 29, 2020Updated 6 years ago
- Convolutional spiking neural network implementing STDP☆22Nov 2, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆130Jun 20, 2026Updated 2 weeks ago
- FPGA Design of a Spiking Neural Network.☆52May 15, 2024Updated 2 years ago
- ☆33Jun 8, 2022Updated 4 years ago
- Event datasets and transforms.☆288Jun 10, 2026Updated 3 weeks ago
- ☆21Apr 7, 2021Updated 5 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆513May 17, 2026Updated last month
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆26Sep 11, 2023Updated 2 years ago
- ☆21Nov 23, 2022Updated 3 years ago
- Deep and online learning with spiking neural networks in Python☆2,007Jun 29, 2026Updated last week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The project includes SRAM In Memory Computing Accelerator with updates in design/circuits submitted previously in MPW7, by IITD researche…☆16Jan 6, 2023Updated 3 years ago
- Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits t…☆584Jan 4, 2024Updated 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 …☆71Feb 18, 2024Updated 2 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆87Updated this week
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆28Sep 23, 2024Updated last year
- ☆59Jan 29, 2024Updated 2 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…☆17Sep 9, 2023Updated 2 years ago
- Spiking Neural Network Accelerator☆15May 18, 2022Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆64Feb 18, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Deep Learning library for Lava☆182May 13, 2026Updated last month
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆39Jun 14, 2019Updated 7 years ago
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆13Mar 15, 2022Updated 4 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆126May 14, 2026Updated last month
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆75Mar 3, 2024Updated 2 years ago
- [ASP-DAC 2025] "NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks" Official Implementation☆19Mar 6, 2025Updated last year
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Oct 9, 2023Updated 2 years ago