Learning to Design Circuits

5 December 2018

Song Han

Papers citing "Learning to Design Circuits"

23 / 23 papers shown

Title
AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design Asal Mehradfar Xuzhe Zhao Yue Niu Sara Babakniya Mahdi Alesheikh Hamidreza Aghasi A. Avestimehr 18 5 0 22 Jul 2024
Q-adaptive: A Multi-Agent Reinforcement Learning Based Routing on Dragonfly Network Yao Kang Xin Wang Z. Lan 26 13 0 24 Mar 2024
Learning to Design Analog Circuits to Meet Threshold Specifications Dmitrii Krylov Pooya Khajeh Junhan Ouyang Thomas Reeves Tongkai Liu Hiba Ajmal Hamidreza Aghasi Roy Fox 11 7 0 25 Jul 2023
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design Srivatsan Krishnan Amir Yazdanbaksh Shvetank Prakash Jason J. Jabbour Ikechukwu Uchendu ... Behzad Boroujerdian Daniel Richins Devashree Tripathy Aleksandra Faust Vijay Janapa Reddi 47 12 0 15 Jun 2023
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation Hanrui Wang Pengyu Liu Jinglei Cheng Zhiding Liang Jiaqi Gu ... Yiyu Shi Xuehai Qian David Z. Pan Frederic T. Chong Song Han 42 32 0 30 Oct 2022
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL Wei Shi Hanrui Wang Jiaqi Gu Mingjie Liu David Z. Pan Song Han Nan Sun 14 14 0 13 Jul 2022
Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference C. Vișan Octavian Pascu Marius Stanescu Elena-Diana Şandru C. Diaconu Andi Buzo G. Pelz H. Cucu 14 22 0 06 Jun 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Yujun Lin Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 27 108 0 25 Apr 2022
Boosting Pruned Networks with Linear Over-parameterization Yundi Qian Siyuan Pan Xiaoshuang Li Jie Zhang Liang Hou Xiaobing Tu 11 2 0 25 Apr 2022
A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation D. Koblah R. Acharya Daniel Capecci Olivia P. Dizon-Paradis Shahin Tajik F. Ganji D. Woodard Domenic Forte 28 12 0 19 Apr 2022
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits Hanrui Wang Yongshan Ding Jiaqi Gu Zirui Li Yujun Lin David Z. Pan Frederic T. Chong Song Han 33 170 0 22 Jul 2021
Deep reinforcement learning-designed radiofrequency waveform in MRI Dongmyung Shin Younghoon Kim Chung‐Hyok Oh Hongjun An Juhyung Park Jiye G. Kim Jongho Lee 26 20 0 07 May 2021
Fast Design Space Exploration of Nonlinear Systems: Part II Prerit Terway Kenza Hamidouche N. Jha 14 4 0 05 Apr 2021
Machine Learning for Electronic Design Automation: A Survey Guyue Huang Jingbo Hu Yifan He Jialong Liu Mingyuan Ma ... Yuzhe Ma Haoyu Yang Bei Yu Huazhong Yang Yu Wang 18 225 0 10 Jan 2021
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning Hanrui Wang Zhekai Zhang Song Han 43 380 0 17 Dec 2020
Analog Circuit Design with Dyna-Style Reinforcement Learning Wook Lee F. Oliehoek 12 7 0 16 Nov 2020
Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration Kai-En Yang Chia-Yu Tsai Hung-Hao Shen Chen-Feng Chiang Feng-Ming Tsai Chunguang Wang Yiju Ting Chia-Shun Yeh C. Lai 17 13 0 29 Sep 2020
DISPATCH: Design Space Exploration of Cyber-Physical Systems Prerit Terway Kenza Hamidouche N. Jha 4 1 0 21 Sep 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy Tianzhe Wang Kuan-Chieh Jackson Wang Han Cai Ji Lin Zhijian Liu Song Han MQ 39 174 0 15 Jun 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing Hanrui Wang Zhanghao Wu Zhijian Liu Han Cai Ligeng Zhu Chuang Gan Song Han 49 257 0 28 May 2020
GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning Hanrui Wang Kuan-Chieh Jackson Wang Jiacheng Yang Linxiao Shen Nan Sun Hae-Seung Lee Song Han GNN 14 232 0 30 Apr 2020
SpArch: Efficient Architecture for Sparse Matrix Multiplication Zhekai Zhang Hanrui Wang Song Han W. Dally 8 228 0 20 Feb 2020
Electric Analog Circuit Design with Hypernetworks and a Differential Simulator Michael Rotman Lior Wolf 26 10 0 08 Nov 2019