rafamedina97 / FPGA_SNN_STDPLinks
FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks
☆36Updated 4 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
Sorting:
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆23Updated 5 years ago
- A repository FPGA-friendly SNN models☆34Updated 4 years ago
- Spiking Neural Network RTL Implementation☆57Updated 3 years ago
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆65Updated last year
- SNN on FPGA☆10Updated 3 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆36Updated 5 years ago
- ☆19Updated 4 years ago
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆58Updated 3 months ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆34Updated 5 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆185Updated 6 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆14Updated 3 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆56Updated 2 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆55Updated 3 years ago
- FPGA Design of a Spiking Neural Network.☆39Updated last year
- 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…☆13Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- Framework for radix encoded SNN on FPGA☆13Updated 3 years ago
- I will share some useful or interesting papers about neuromorphic processor☆25Updated 4 months ago
- ☆17Updated 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…☆21Updated last year
- A Spiking neural network simulator NEST base on FPGA‘s cluster（LIF NEURON）☆17Updated 5 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆26Updated 5 years ago
- ☆89Updated 5 years ago
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆27Updated 8 months ago
- Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"☆11Updated 2 years ago
- Spiking neural network for Zynq devices with Vivado HLS☆33Updated 7 years ago
- ReRAM implementation on CNN☆19Updated 6 years ago
- Modeling of memristors in LTSpise environment☆29Updated 7 months ago
- ☆46Updated last year
- This is the RTL implementation of Shenjing, a low power neuromorphic computing accelerator☆17Updated 5 years ago