adamgallas / FireFly-v1
[TVLSI'23] This repository contains the source code for the paper "FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks with Efficient DSP and Memory Optimization"
☆18Updated last year
Alternatives and similar repositories for FireFly-v1:
Users that are interested in FireFly-v1 are comparing it to the libraries listed below
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆17Updated 11 months ago
- C++ code for HLS FPGA implementation of transformer☆16Updated 7 months ago
- Open-source of MSD framework☆16Updated last year
- ☆16Updated last year
- Accelerate multihead attention transformer model using HLS for FPGA☆11Updated last year
- ☆17Updated 4 years ago
- ☆18Updated 4 years ago
- A co-design architecture on sparse attention☆52Updated 3 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆36Updated 5 years ago
- A collection of research papers on SRAM-based compute-in-memory architectures.☆28Updated last year
- (Verilog) A simple convolution layer implementation with systolic array structure☆12Updated 2 years ago
- Collection of kernel accelerators optimised for LLM execution☆17Updated last month
- FPGA implement of 8x8 weight stationary systolic array DNN accelerator☆11Updated 4 years ago
- Attentionlego☆12Updated last year
- ☆43Updated 2 years ago
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.☆10Updated last month
- ☆15Updated last year
- ☆17Updated last year
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆65Updated last month
- An open source Verilog Based LeNet-1 Parallel CNNs Accelerator for FPGAs in Vivado 2017☆15Updated 5 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆40Updated last year
- ☆26Updated last month
- A bit-level sparsity-awared multiply-accumulate process element.☆15Updated 9 months ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆33Updated 5 years ago
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆51Updated last week
- tpu-systolic-array-weight-stationary☆24Updated 4 years ago
- I will share some useful or interesting papers about neuromorphic processor☆24Updated 3 months ago
- FPGA-based hardware accelerator for Vision Transformer (ViT), with Hybrid-Grained Pipeline.☆52Updated 3 months ago
- ☆10Updated 3 years ago
- The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware …☆129Updated last year