FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks
☆42Jun 29, 2020Updated 6 years ago
Alternatives and similar repositories for FPGA_SNN_STDP
Users that are interested in FPGA_SNN_STDP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Spiking Neural Network RTL Implementation☆72Jun 8, 2021Updated 5 years ago
- A repository FPGA-friendly SNN models☆38Mar 24, 2021Updated 5 years ago
- ☆21Apr 7, 2021Updated 5 years ago
- SNN on FPGA☆13Apr 26, 2022Updated 4 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆16Dec 14, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆62Feb 10, 2026Updated 6 months ago
- Spiking neural network for Zynq devices with Vivado HLS☆38Feb 21, 2018Updated 8 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆65Jul 28, 2021Updated 5 years ago
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆134Aug 28, 2026Updated last week
- 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
- ☆102Mar 18, 2020Updated 6 years ago
- FPGA Design of a Spiking Neural Network.☆52May 15, 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 …☆72Feb 18, 2024Updated 2 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆29Jul 7, 2019Updated 7 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.
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆221Nov 4, 2023Updated 2 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆87Mar 30, 2023Updated 3 years ago
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- ☆33Jun 8, 2022Updated 4 years ago
- (Verilog) A simple convolution layer implementation with systolic array structure☆14May 9, 2022Updated 4 years ago
- Advanced Machine Learning Fall 2020 Project Repository☆12Dec 12, 2020Updated 5 years ago
- A Spiking Neuron Network Project in Verilog Implementation☆28Apr 5, 2018Updated 8 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆40Jun 14, 2019Updated 7 years ago
- Initial toolchain for FeNN FPGA SNN accelerator☆17Aug 26, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An Open-Source Processor for Accelerating Spiking Neural Network☆14Sep 30, 2022Updated 3 years ago
- ☆17Mar 2, 2021Updated 5 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆238Apr 20, 2019Updated 7 years ago
- ☆18Feb 18, 2022Updated 4 years ago
- Here is the official code for ICASSP 2024 "Optimal ANN-SNN Conversion with Group Neurons".☆14Mar 1, 2024Updated 2 years ago
- ☆21Nov 23, 2022Updated 3 years ago
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆26Dec 29, 2023Updated 2 years ago
- Spiking neural network implementation using Verilog with LIF (Leaky Integrate-and-Fire) neurons☆21Jun 17, 2020Updated 6 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆38Sep 25, 2019Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆75Jul 19, 2022Updated 4 years ago
- A CNN-based hardware digit/image recognition module designed on PyTorch and then implemented with Verilog on FPGA☆22Oct 17, 2022Updated 3 years ago
- ☆63Aug 31, 2023Updated 3 years ago
- This work implements a dynamic programming algorithm for performing local sequence alignment. Through parallelism, it can run 136X times …☆28Jul 4, 2019Updated 7 years ago
- A Spiking neural network simulator NEST base on FPGA‘s cluster（LIF NEURON）☆18Nov 23, 2019Updated 6 years ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆36Nov 22, 2024Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆50Aug 30, 2024Updated 2 years ago