PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial function learning to exploit the flexibility of the FPGA soft logic.
☆58Feb 9, 2024Updated 2 years ago
Alternatives and similar repositories for PolyLUT
Users that are interested in PolyLUT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NeuraLUT-Assemble☆52Aug 20, 2025Updated 11 months ago
- Train and deploy LUT-based neural networks on FPGAs☆119Jun 12, 2024Updated 2 years ago
- ☆22Sep 27, 2022Updated 3 years ago
- Generate an FPGA design for a TWN☆11Nov 4, 2019Updated 6 years ago
- Implementation of Microscaling data formats in SystemVerilog.☆34Jul 6, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- SAMO: Streaming Architecture Mapping Optimisation☆36Oct 4, 2023Updated 2 years ago
- ☆67May 6, 2020Updated 6 years ago
- Machine-Learning Accelerator System Exploration Tools☆205Updated this week
- ☆32Mar 31, 2025Updated last year
- Classify modulation of signals☆16Jan 16, 2020Updated 6 years ago
- ☆30Apr 26, 2019Updated 7 years ago
- SystemVerilog package for reading, manipulating, and writing JSON-formatted data☆12Feb 19, 2022Updated 4 years ago
- An implementation of a BinaryConnect network for cifar10☆11Nov 4, 2019Updated 6 years ago
- ☆11Aug 2, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This repository contains the hardware implementation for Static BFP convolution on FPGA☆10Oct 15, 2019Updated 6 years ago
- FPGA acceleration of arbitrary precision floating point computations.☆41May 17, 2022Updated 4 years ago
- [FPGA 2021, Best Paper Award] An automated floorplanning and pipelining tool for Vivado HLS.☆127Jan 3, 2023Updated 3 years ago
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆14Aug 30, 2024Updated last year
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 6 years ago
- A collection of tutorials for the fpgaConvNet framework.☆54Sep 20, 2024Updated last year
- ReducedLUT: Table Decomposition with "Don't Care" Conditions [FPGA'25]☆36Mar 30, 2025Updated last year
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 4 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.
- Slides and material for Xilinx bootcamp☆22Aug 6, 2021Updated 5 years ago
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA☆31Nov 5, 2021Updated 4 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- TQT's pytorch implementation.☆22Dec 17, 2021Updated 4 years ago
- [FCCM 2026] Official repository for LUT-LLM: Efficient Language Model Inference with Memory-based Computation on FPGAs☆42Apr 12, 2026Updated 3 months ago
- Fast inference of Boosted Decision Trees in FPGAs☆62Updated this week
- ☆21Nov 18, 2022Updated 3 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 4 years ago
- Code for L0-ARM: Network Sparsification via Stochastic Binary Optimization☆15Oct 25, 2019Updated 6 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.
- Performance and resource models for fpgaConvNet: a Streaming-Architecture-based CNN Accelerator.☆36Nov 7, 2024Updated last year
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆99Oct 2, 2021Updated 4 years ago
- muSYCL, the SYCL musical!☆13Aug 25, 2024Updated last year
- Course material for ELEC50009☆15Jan 23, 2025Updated last year
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 6 years ago
- ☆27Mar 14, 2019Updated 7 years ago
- The Riallto Open Source Project from AMD☆87Apr 10, 2025Updated last year