FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks
☆41Jun 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:
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆25Feb 9, 2020Updated 6 years ago
- 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆63Feb 10, 2026Updated 8 months ago
- A nest brain simulator based on FPGA(LIF NEURON)☆16Dec 14, 2021Updated 4 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆68Jul 28, 2021Updated 5 years ago
- Spiking neural network for Zynq devices with Vivado HLS☆38Feb 21, 2018Updated 8 years ago
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- ☆103Mar 18, 2020Updated 6 years ago
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆147Aug 28, 2026Updated 2 months 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 3 years ago
- A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated …☆74Feb 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- FPGA Design of a Spiking Neural Network.☆55May 15, 2024Updated 2 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆226Nov 4, 2023Updated 3 years ago
- A Spiking Neuron Network Project in Verilog Implementation☆29Apr 5, 2018Updated 8 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆28Jul 7, 2019Updated 7 years ago
- ☆17Mar 2, 2021Updated 5 years ago
- This project aims to develop a novel neuromorphic NoC architecture based on RISC-V ISA to support spiking neural network applications, an…☆21Nov 27, 2025Updated 11 months ago
- ☆34Jun 8, 2022Updated 4 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆242Apr 20, 2019Updated 7 years ago
- ☆23Nov 23, 2022Updated 3 years ago
- 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.
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆29Oct 6, 2026Updated last month
- (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 neural network simulator NEST base on FPGA‘s cluster（LIF NEURON）☆18Nov 23, 2019Updated 6 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆41Jun 14, 2019Updated 7 years ago
- Initial toolchain for FeNN FPGA SNN accelerator☆18Updated this week
- Simulations using Brian for memristor-based neural networks using STDP learning☆29May 25, 2016Updated 10 years ago
- Fully opensource spiking neural network accelerator☆182Feb 13, 2023Updated 3 years ago
- ☆63Aug 31, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Feb 18, 2022Updated 4 years ago
- ☆73Aug 17, 2023Updated 3 years ago
- ☆31Oct 20, 2023Updated 3 years ago
- 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
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆32Nov 25, 2022Updated 3 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆102Feb 18, 2022Updated 4 years ago
- ☆12Jan 31, 2023Updated 3 years ago