metr0jw / Spiking-Neural-Network-on-FPGA
Leaky Integrate and Fire (LIF) model implementation for FPGA
☆46Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Spiking-Neural-Network-on-FPGA
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆34Updated 4 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆20Updated 4 years ago
- A repository FPGA-friendly SNN models☆28Updated 3 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆30Updated 5 years ago
- Spiking Neural Network RTL Implementation☆45Updated 3 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆164Updated 5 years ago
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆55Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆52Updated 3 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆22Updated 5 years ago
- A Spiking Neuron Network Project in Verilog Implementation☆18Updated 6 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆77Updated 2 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆41Updated last year
- FPGA Design of a Spiking Neural Network.☆34Updated 6 months ago
- This project aims to develop a novel neuromorphic NoC architecture based on RISC-V ISA to support spiking neural network applications, an…☆16Updated last year
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆29Updated 5 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…☆9Updated last year
- ☆13Updated 3 years ago
- ☆41Updated 9 months ago
- Framework for radix encoded SNN on FPGA☆13Updated 2 years ago
- ☆17Updated 3 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆144Updated last year
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆25Updated 2 months ago
- ☆23Updated 2 years ago
- I will share some useful or interesting papers about neuromorphic processor☆17Updated 3 months ago
- ☆87Updated 4 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆13Updated 2 years ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆35Updated 8 months ago
- A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated …☆37Updated 9 months ago
- Modeling of memristors in LTSpise environment☆20Updated last month