DfX-NYUAD / GNN4ICLinks
Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability.
☆66Updated 2 months ago
Alternatives and similar repositories for GNN4IC
Users that are interested in GNN4IC are comparing it to the libraries listed below
Sorting:
- OpenABC-D is a large-scale labeled dataset generated by synthesizing open source hardware IPs. This dataset can be used for various graph…☆132Updated 2 months ago
- GNN-RE datasets for circuit recognition☆53Updated 2 years ago
- LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models☆24Updated 3 years ago
- Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)☆77Updated last year
- Artificial Netlist Generator☆43Updated last year
- ☆15Updated 2 years ago
- Gamora: Graph Learning based Symbolic Reasoning for Large-Scale Boolean Networks (DAC'23)☆50Updated 9 months ago
- ☆29Updated last year
- Open Circuit Benchmark OCB and source code for CktGNN (https://openreview.net/forum?id=NE2911Kq1sp).☆69Updated 2 years ago
- ☆25Updated last year
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆52Updated last year
- MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design☆56Updated 4 months ago
- Hypergraph Partitioning: benchmarks, evaluators, best known solutions and codes☆72Updated 4 months ago
- ChiPBench:Benchmarking End-to-End Performance of AI-based Chip Placement Algorithms☆44Updated 2 weeks ago
- This is an official implementation for "DeepGate: Learning Neural Representations of Logic Gates".☆24Updated 2 years ago
- ☆77Updated 3 months ago
- ☆22Updated 11 months ago
- Analog IC symmetry extraction benchmark of AncstrGNN☆10Updated last year
- ☆91Updated 3 months ago
- ☆17Updated 4 years ago
- ☆57Updated 4 years ago
- ☆46Updated 2 years ago
- MLCAD 2020: Reinforcement for logic optimization sequence exploration☆28Updated 4 years ago
- Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022☆23Updated 2 years ago
- This repo awesome-AI4EDA contains the source for the webpage: https://ai4eda.github.io, which is a curated paper list of awesome AI for E…☆172Updated 3 months ago
- Awesome Artificial Intelligence for Electronic Design Automation Papers.☆182Updated last year
- A collection of ISCAS,ITC,TAU and other Benchmark Circuits for EDA tool evaluation.☆57Updated 8 months ago
- DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)☆115Updated 2 years ago
- ☆54Updated 4 months ago
- Collection of digital hardware modules & projects (benchmarks)☆62Updated 3 weeks ago