Quantized Training for Convolutional Neural Networks using Xilinx Brevitas
☆12Mar 16, 2022Updated 3 years ago
Alternatives and similar repositories for Brevitas_Fixed_Point
Users that are interested in Brevitas_Fixed_Point are comparing it to the libraries listed below
Sorting:
- Low-Precision YOLO on PYNQ with FINN☆37Nov 26, 2023Updated 2 years ago
- Systolic array based simple TPU for CNN on PYNQ-Z2☆45Jun 24, 2022Updated 3 years ago
- ☆11Aug 8, 2018Updated 7 years ago
- ☆11Dec 1, 2023Updated 2 years ago
- ☆17Updated this week
- The official re-implementation of the Neurips 2021 paper, "Targeted Neural Dynamical Modeling".☆10Mar 4, 2022Updated 4 years ago
- Code and Results for Master Thesis Project on Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedd…☆12Feb 7, 2021Updated 5 years ago
- LLM-DSE: Searching Accelerator Parameters with LLM Agents☆13May 22, 2025Updated 9 months ago
- Low Precision(quantized) Yolov5☆47Mar 24, 2025Updated 11 months ago
- OccCasNet: Occlusion-aware Cascade Cost Volume for Light Field Depth Estimation☆11May 28, 2023Updated 2 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆51Feb 26, 2025Updated last year
- The project includes SRAM In Memory Computing Accelerator with updates in design/circuits submitted previously in MPW7, by IITD researche…☆16Jan 6, 2023Updated 3 years ago
- ☆13Oct 26, 2023Updated 2 years ago
- Kratos: An FPGA Benchmark for Unrolled Deep Neural Networks with Fine-Grained Sparsity and Mixed Precision☆12Jan 19, 2026Updated last month
- ☆13Dec 10, 2022Updated 3 years ago
- This repository contains the models and training scripts used in the papers: "Quantizing Spiking Neural Networks with Integers" (ICONS 20…☆13Oct 20, 2020Updated 5 years ago
- ☆12Sep 18, 2024Updated last year
- ☆13Feb 28, 2016Updated 10 years ago
- Official Repo for "Multi-objective Differentiable Neural Architecture Search"☆15Jul 12, 2024Updated last year
- A collection of tutorials for the fpgaConvNet framework.☆49Sep 20, 2024Updated last year
- ☆14Feb 22, 2025Updated last year
- Hardware Description Language on FPGA☆10Sep 18, 2023Updated 2 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Jan 12, 2021Updated 5 years ago
- ☆10Mar 2, 2022Updated 4 years ago
- Taiwei-3D-Flow☆42Mar 2, 2026Updated last week
- ☆16Jan 18, 2025Updated last year
- SNN on FPGA☆12Apr 26, 2022Updated 3 years ago
- ☆13May 23, 2024Updated last year
- A re-implementation of the CVPR19 paper Quantization Networks on CIFAR-10, MNIST and ImageNet☆10Aug 9, 2020Updated 5 years ago
- Digital system design: Training lessons and exercise projects for students☆11May 12, 2023Updated 2 years ago
- ☆11Sep 29, 2021Updated 4 years ago
- This is the official implementation of paper "A Novel Approach for Long ECG Synthesis Utilize Diffusion Probabilistic Model"☆17Jul 14, 2024Updated last year
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 4 years ago
- 🚗제2회 국민대학교 자율주행 경진대회☆11Apr 24, 2021Updated 4 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- [NeurIPS 2020] "FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training" by Yonggan Fu, Ha…☆10Feb 13, 2022Updated 4 years ago
- Smooth Variational Graph Embeddings for Efficient Neural Architecture Search☆14Feb 2, 2023Updated 3 years ago
- A Single-Channel Consumer-Grade EEG Device for Brain-Computer Interface: Enhancing Detection of SSVEP and Its Amplitude Modulation (IEEE …☆11Mar 20, 2020Updated 5 years ago
- Awesome Resources about MegEngine☆16Mar 2, 2023Updated 3 years ago