ASP-DAC

Publications

2023

Rongjian Liang, Siddhartha Nath, Anand Rajaram, Jiang Hu, Haoxing Ren
BufFormer: A Generative ML Framework for Scalable Buffering. ASP-DAC (2023)
Jianwang Zhai, Yici Cai, Bei Yu
Microarchitecture Power Modeling via Artificial Neural Network and Transfer Learning. ASP-DAC (2023)
Haoyu Yang, Haoxing Ren
Enabling Scalable AI Computational Lithography with Physics-Inspired Models. ASP-DAC (2023)
Hasan Al Shaikh, Arash Vafaei, Mridha Md Mashahedur Rahman, Kimia Zamiri Azar, Fahim Rahman, Farimah Farahmandi, Mark M. Tehranipoor
SHarPen: SoC Security Verification by Hardware Penetration Test. ASP-DAC (2023)
Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs. ASP-DAC (2023)
Jincong Lu, Jinwei Zhang, Wentian Jin, Sachin Sachdeva, Sheldon X.-D. Tan
Learning Based Spatial Power Characterization and Full-Chip Power Estimation for Commercial TPUs. ASP-DAC (2023)
Shang Shi, Nitin Pundir, Hadi M. Kamali, Mark Tehranipoor, Farimah Farahmandi
SecHLS: Enabling Security Awareness in High-Level Synthesis. ASP-DAC (2023)
Arighna Deb, Kamalika Datta, Muhammad Hassan, Saeideh Shirinzadeh, Rolf Drechsler
Automated Equivalence Checking Method for Majority Based In-Memory Computing on ReRAM Crossbars. ASP-DAC (2023)
Pengfei Qiu, Qiang Gao, Dongsheng Wang, Yongqiang Lyu, Chunlu Wang, Chang Liu, Rihui Sun, Gang Qu
PMU-Leaker: Performance Monitor Unit-Based Realization of Cache Side-Channel Attacks. ASP-DAC (2023)
Dina Moussa, Michael Hefenbrock, Christopher Münch, Mehdi B. Tahoori
Automatic Test Pattern Generation and Compaction for Deep Neural Networks. ASP-DAC (2023)
Hussam Amrouch, Florian Klemme
ML to the Rescue: Reliability Estimation from Self-Heating and Aging in Transistors All the Way up Processors. ASP-DAC (2023)
Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, A. Renaudineau, T. Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal
A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects. ASP-DAC (2023)
Hung-Chun Lin, Shao-Yun Fang
MIA-Aware Detailed Placement and VT Reassignment for Leakage Power Optimization. ASP-DAC (2023)
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Jiang Hu, Yiran Chen
Rethink before Releasing Your Model: ML Model Extraction Attack in EDA. ASP-DAC (2023)
Dehua Liang, Hiromitsu Awano, Noriyuki Miura, Jun Shiomi
DependableHD: A Hyperdimensional Learning Framework for Edge-Oriented Voltage-Scaled Circuits. ASP-DAC (2023)
Yifan Chen, Jing Mai, Xiaohan Gao, Muhan Zhang, Yibo Lin
MacroRank: Ranking Macro Placement Solutions Leveraging Translation Equivariancy. ASP-DAC (2023)
Tom Peham, Lukas Burgholzer, Robert Wille
Equivalence Checking of Parameterized Quantum Circuits: Verifying the Compilation of Variational Quantum Algorithms. ASP-DAC (2023)
Tom Glint, Kailash Prasad, Jinay Dagli, Krishil Gandhi, Aryan Gupta, Vrajesh Patel, Neel Shah, Joycee Mekie
Hardware-Software Codesign of DNN Accelerators Using Approximate Posit Multipliers. ASP-DAC (2023)
Rune Krauss, Mehran Goli, Rolf Drechsler
EDDY: A Multi-Core BDD Package with Dynamic Memory Management and Reduced Fragmentation. ASP-DAC (2023)
Lukas Burgholzer, Robert Wille
Exploiting Reversible Computing for Verification: Potential, Possible Paths, and Consequences. ASP-DAC (2023)
Darshana Jayasinghe, Brian Udugama, Sri Parameswaran
FPGA Based Countermeasures against Side Channel Attacks on Block Ciphers. ASP-DAC (2023)
Sven Thijssen, Sumit Kumar Jha, Rickard Ewetz
FLOW-3D: Flow-Based Computing on 3D Nanoscale Crossbars with Minimal Semiperimeter. ASP-DAC (2023)
Mohammadhossein Askarihemmat, Sean Wagner, Olexa Bilaniuk, Yassine Hariri, Yvon Savaria, Jean-Pierre David
BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU. ASP-DAC (2023)
Ying Zhu, Min Liu, Lu Xu, Lei Wang, Xi Xiao, Shaohua Yu
Multi-Wavelength Parallel Training and Quantization-Aware Tuning for WDM-Based Optical Convolutional Neural Networks Considering Wavelength-Relative Deviations. ASP-DAC (2023)
Tianen Chen, Noah Anderson, Younghyun Kim
Latent Weight-Based Pruning for Small Binary Neural Networks. ASP-DAC (2023)
Yi Sheng, Junhuan Yang, Weiwen Jiang, Lei Yang
Toward Fair and Efficient Hyperdimensional Computing. ASP-DAC (2023)
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, Yiran Chen
Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction. ASP-DAC (2023)
Daniel Volya, Prabhat Mishra
Quantum Data Compression for Efficient Generation of Control Pulses. ASP-DAC (2023)
Hao Geng, Qi Sun, Tinghuan Chen, Qi Xu, Tsung-Yi Ho, Bei Yu
Mixed-Type Wafer Failure Pattern Recognition. ASP-DAC (2023)
Rei Sumikawa, Kota Shiba, Atsutake Kosuge, Mototsugu Hamada, Tadahiro Kuroda
A 1.2nJ/Classification Fully Synthesized All-Digital Asynchronous Wired-Logic Processor Using Quantized Non-Linear Function Blocks in 0.18μm CMOS. ASP-DAC (2023)
Jingyu He, Yucong Huang, Miguel Lastras, Terry Tao Ye, Chi-Ying Tsui, Kwang-Ting Cheng
RVComp: Analog Variation Compensation for RRAM-Based in-Memory Computing. ASP-DAC (2023)
Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
In-Memory Computing Accelerators for Emerging Learning Paradigms. ASP-DAC (2023)
Hao-Chiang Shao, Chia-Wen Lin, Shao-Yun Fang
Data-Driven Approaches for Process Simulation and Optical Proximity Correction. ASP-DAC (2023)
Zhixin Pan, Prabhat Mishra
Hardware Trojan Detection Using Shapley Ensemble Boosting. ASP-DAC (2023)
Pai-Yu Tan, Cheng-Wen Wu
A Low-Bitwidth Integer-STBP Algorithm for Efficient Training and Inference of Spiking Neural Networks. ASP-DAC (2023)
Yeu-Haw Yeh, Simon Yi-Hung Chen, Hung-Ming Chen, Deng-Yao Tu, Guan-Qi Fang, Yun-Chih Kuo, Po-Yang Chen
DPRoute: Deep Learning Framework for Package Routing. ASP-DAC (2023)
Cheng-Yu Chiang, Chia-Lin Hu, Mark Po-Hung Lin, Yu-Szu Chung, Shyh-Jye Jou, Jieh-Tsorng Wu, Shiuh-Hua Wood Chiang, Chien-Nan Jimmy Liu, Hung-Ming Chen
On Automating Finger-Cap Array Synthesis with Optimal Parasitic Matching for Custom SAR ADC. ASP-DAC (2023)
Vito Giovanni Castellana, Nicolas Bohm Agostini, Ankur Limaye, Vinay Amatya, Marco Minutoli, Joseph B. Manzano, Antonino Tumeo, Serena Curzel, Michele Fiorito, Fabrizio Ferrandi
Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis. ASP-DAC (2023)
Yunhung Gao, Hongyan Li, Kevin Zhang, Xueru Yu, Hang Lu
Mortar: Morphing the Bit Level Sparsity for General Purpose Deep Learning Acceleration. ASP-DAC (2023)
Bo-Wun Cheng, En-Ming Huang, Chen-Hao Chao, Wei-Fang Sun, Tsung-Tai Yeh, Chun-Yi Lee
COLAB: Collaborative and Efficient Processing of Replicated Cache Requests in GPU. ASP-DAC (2023)
Lucas Berent, Lukas Burgholzer, Robert Wille
Software Tools for Decoding Quantum Low-Density Parity-Check Codes. ASP-DAC (2023)
Chun-Ting Lee, Yi-Ting Li, Yung-Chih Chen, Chun-Yao Wang
Approximate Logic Synthesis by Genetic Algorithm with an Error Rate Guarantee. ASP-DAC (2023)
Ya Gao, Qizhi Zhang, Haocheng Ma, Jiaji He, Yiqiang Zhao
EO-Shield: A Multi-Function Protection Scheme against Side Channel and Focused Ion Beam Attacks. ASP-DAC (2023)
Bosheng Liu, Hongyi Liang, Jigang Wu, Xiaoming Chen, Peng Liu, Yinhe Han
Accelerating Convolutional Neural Networks in Frequency Domain via Kernel-Sharing Approach. ASP-DAC (2023)
Pin-Chun Chen, Xiangguo Liu, Chung-Wei Lin, Chao Huang, Qi Zhu
Mixed-Traffic Intersection Management Utilizing Connected and Autonomous Vehicles as Traffic Regulators. ASP-DAC (2023)
Thilanka Thilakasiri, Matthias Becker
An Exact Schedulability Analysis for Global Fixed-Priority Scheduling of the AER Task Model. ASP-DAC (2023)
Shengkun Wu, Biwei Xie, Xingquan Li
An Adaptive Partition Strategy of Galerkin Boundary Element Method for Capacitance Extraction. ASP-DAC (2023)
Yunpeng Song, Yina Lv, Liang Shi
DECC: Differential ECC for Read Performance Optimization on High-Density NAND Flash Memory. ASP-DAC (2023)
Yueting Li, He Zhang, Xueyan Wang, Hao Cai, Yundong Zhang, Shuqin Lv, Renguang Liu, Weisheng Zhao
Toward Energy-Efficient Sparse Matrix-Vector Multiplication with near STT-MRAM Computing Architecture. ASP-DAC (2023)
Shuo Huai, Di Liu, Xiangzhong Luo, Hui Chen, Weichen Liu, Ravi Subramaniam
Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient in-Memory Acceleration. ASP-DAC (2023)