RuokaiYin / SATA_Sim
SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and inference with sparsity awareness.
☆25Updated last month
Related projects ⓘ
Alternatives and complementary repositories for SATA_Sim
- I will share some useful or interesting papers about neuromorphic processor☆17Updated 3 months ago
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆10Updated 7 months ago
- An energy simulation framework for BPTT-based SNN inference and training.☆14Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆77Updated 2 years ago
- 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
- NeuroSync: A Scalable and Accurate Brain Simulation System using Safe and Efficient Speculation (HPCA 2022)☆8Updated 2 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆52Updated 3 years ago
- ☆17Updated 3 years ago
- ☆31Updated 10 months ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆26Updated 2 years ago
- A repository FPGA-friendly SNN models☆28Updated 3 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆46Updated 3 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆13Updated 2 years ago
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆14Updated 6 months ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆29Updated 5 years ago
- ☆13Updated 3 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆40Updated last year
- Collect important papers about snn☆30Updated 3 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆54Updated 7 months ago
- [TVLSI'23] This repository contains the source code for the paper "FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Net…☆15Updated 7 months ago
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆55Updated last year
- A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems☆142Updated 6 months ago
- ☆41Updated 9 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆121Updated 9 months ago
- This is the RTL implementation of Shenjing, a low power neuromorphic computing accelerator☆16Updated 4 years ago
- ☆15Updated last year
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆45Updated 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…☆9Updated last year