EricLu1218 / Machine_LearningLinks
NTHU EE6550 Machine Learning Course Projects (include Maximum A Posteriori Estimation, Linear Regression, Neural Network Image Classification)
☆10Updated 4 months ago
Alternatives and similar repositories for Machine_Learning
Users that are interested in Machine_Learning are comparing it to the libraries listed below
Sorting:
- Deep Learning & VLSI Crash Course for New Members☆40Updated 6 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆10Updated 4 years ago
- ☆21Updated 3 years ago
- VeRLPy is an open-source python library developed to improve the digital hardware verification process by using Reinforcement Learning (R…☆30Updated 3 years ago
- Selected problems and their solutions from the book on "Machine Intelligence in Design Automation"☆27Updated 7 years ago
- ☆14Updated 5 years ago
- ☆11Updated 6 years ago
- DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)☆115Updated 2 years ago
- [DAC 2020] Analysis and Optimization of the Implicit Broadcasts in FPGA HLS to Improve Maximum Frequency☆32Updated 4 years ago
- ☆10Updated 2 years ago
- A collection of URLs related to High Level Synthesis (HLS).☆13Updated 4 years ago
- Template for project1 TPU☆23Updated 4 years ago
- An implementation of a BinaryConnect network for cifar10☆11Updated 6 years ago
- Stencil with Optimized Dataflow Architecture☆12Updated last year
- DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks"☆40Updated 2 years ago
- Benchmarks for Approximate Circuit Synthesis☆17Updated 5 years ago
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…☆19Updated 6 years ago
- EE 260 Winter 2017: Advanced VLSI Design☆67Updated 9 years ago
- TIDENet is an ASIC written in Verilog for Tiny Image Detection at Edge with neural networks (TIDENet) using DNNWeaver 2.0, the Google Sky…☆17Updated 3 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Updated 4 years ago
- Combination of Analog Circuit Sizing and DL.☆18Updated 2 years ago
- This repo is "NTHU VLSI System Design and Implementation" course project.☆13Updated 8 years ago
- ☆15Updated 5 years ago
- Digital IC design and vlsi notes☆12Updated 5 years ago
- Multimedia SoC Design with Specialization on Application Acceleration with High-Level-Synthesis [2020 Fall]☆12Updated 4 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆50Updated 11 months ago
- A general framework for optimizing DNN dataflow on systolic array☆38Updated 5 years ago
- ☆59Updated 2 weeks ago
- RTL + Synthesis + APR☆11Updated 6 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆22Updated 4 years ago