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ORCIDACM Great Lakes Symposium on VLSI 2025: New Orleans, LA, USA
- Lu Peng, Boris Vaisband, Fan Chen, Peipei Zhou, Shahar Kvatinsky, Jiafeng Xie:
Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025 - 2 July 2025. ACM 2025, ISBN 979-8-4007-1496-2
Session 1A: VLSI Circuits and Design I
- Mehrdad Morsali
, Deniz Najafi, Amin Shafiee, Sepehr Tabrizchi, Pietro Mercati, Mohsen Imani, Arman Roohi, Navid Khoshavi, Mahdi Nikdast, Shaahin Angizi:
Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration. 1-7 - Jie Lou, Florian Freye, Christian Lanius, Tobias Gemmeke:
A 22nm 96.83-TOPS/W Time-Domain Compute-in-Memory Engine Utilizing Mixed-Fidelity for Edge-AI Applications. 8-13 - Emre Koçer, Selim Kirbiyik, Tolun Tosun, Ersin Alaybeyoglu, Erkay Savas:
IO-Optimized Design-Time Configurable Negacyclic Seven-Step NTT Architecture for FHE Applications. 14-21
Session 1B: Emerging Computing & Post-CMOS Technologies I
- Teng Wan, Yiming Chen, Zekai Chen, Yongpan Liu, Huazhong Yang, Xueqing Li:
ADDR: Architecture Design and Model Deployment Optimization for Hybrid SRAM-ROM Compute-in-Memory. 22-28 - Zhichao Lv, Tianjun Bu, Qiusong Yang:
Fast, Transparent and Accurate Simulation of Thousand Processing-in-Memory Cores. 29-34 - Siyi Wang, Suman Dutta, Wei Jie Bryan Lee, Jerrie Feng, Xiang Fang, Anupam Chattopadhyay:
Reducing T-Depth and T-Count in Quantum Multiplication Using Compressor Primitives. 35-40
Session 1C: Hardware Security I
- Mashrafi Alam Kajol, Nishanth Goud Chennagouni, Wei Lu, Qiaoyan Yu:
Security Challenges Toward In-Sensor Computing Systems. 41-48 - Yi Sun, Xinhua Chen, Xinglong Yu, Wenxuan Zhang, Yifan Zhao, Honglin Kuang, Jun Han:
Sliding-Window Scheduling to Exploit Hybrid-Bonding-Based Accelerators for Fully Homomorphic Encryption. 49-55 - Xuan Zhou, Utkarsh Mohan, Yao Liu, Peter A. Beerel:
An Efficient Distributed Machine Learning Inference Framework with Byzantine Fault Detection. 56-63
Session 1D: Best Paper Nominee Presentation I
- Mingyu Zhao, Jiawei Liu, Jianwang Zhai, Chuan Shi:
MILS: Modality Interaction Driven Learning for Logic Synthesis. 64-70 - Peilin Chen, Xiaoxuan Yang:
Titanus: Enabling KV Cache Pruning and Quantization On-the-Fly for LLM Acceleration. 71-77 - Wenhao Sun, Yiming Gan, Yuhui Hao, Yinhe Han:
Aphelios: A Selective Lock-step Neural Processing Unit Design. 78-84
Session 2A: IoT and Smart Systems
- Jun Yin, Mircea Stan:
Unlocking High-Performance Low-Power Adiabatic Logic Computing with Modern FinFET Technology Node. 85-90 - Alaaddin Goktug Ayar, Anthony Maida, Martin Margala:
HyperEncoding: Spiking Neural Networks with Hyperdimensional Encoding for Robust Edge Intelligence. 91-96 - Nilesh Prasad Pandey, Shriniwas Kulkarni, David Wang, Onat Güngör, Flavio Ponzina, Tajana Rosing:
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing. 97-104
Session 2B: Emerging Computing & Post-CMOS Technologies II
- Minglei Zhou, Rongliang Fu, Ran Zhang, Xiaochun Ye, Tsung-Yi Ho, Junying Huang:
An Optimal DFF-Oriented Technology Legalization Algorithm for Rapid Single-Flux-Quantum Circuits. 105-111 - Yilmaz Ege Gonul, Ceyhun Efe Kayan, Ilknur Mustafazade, Nagarajan Kandasamy, Baris Taskin:
GPU-Accelerated Simulated Oscillator Ising/Potts Machine Solving Combinatorial Optimization Problems. 112-117 - Priyabrata Dash, Anxiao Jiang, Dharanidhar Dang:
SOFTONIC: A Photonic Design Approach to Softmax Activation for High-Speed Fully Analog AI Acceleration. 118-125
Session 2C: Testing, Reliability, Fault-Tolerance
- Yu-Guang Chen, Yin-Rong Zhuo, Zheng-Wei Chen, Ing-Chao Lin:
Optimizing Reliability and Energy Efficiency in Heterogeneous Multicore Systems: A Novel Task Deployment Strategy. 126-133 - Sabrina Ahmed, Khaza Anuarul Hoque, Benjamin Carrion Schafer:
EdgeGuard: Robust and Fault-Aware Design for Resilient Edge Computing AI Accelerators. 134-140 - Ben Dong, Qian Wang:
EPQUIC: Efficient Post-Quantum Cryptography for QUIC-Enabled Secure Communication. 141-146
Session 2D: Best Paper Nominee Presentation II
- Qiankai Cao, Yuhao Ju, Zhiwei Zhong, Zhengyu Chen, Jie Gu:
Modeling, Design and In-situ Demonstration of Bio-inspired Central Pattern Generator and Neuromorphic Computing Circuits for Complex Kinematic Control of Quadruped Robots. 147-154 - Subrata Das, Swaroop Ghosh:
Impact of Error Rate Misreporting on Resource Allocation in Multi-tenant Quantum Computing and Defense. 155-160 - Jordan McGhee, Nayra Lujano, Aiden Peterson, Henry Duwe, Akhilesh Tyagi, Berk Gülmezoglu:
Microarchitecture Evaluation Framework for Transient Execution Attack Vulnerability: Metrics, Fuzzing, and Sensitivity Analysis. 161-168
Panel Session I: Session 3A: VLSI Circuits and Design II
- S. M. Mojahidul Ahsan, Mohammad Nouri, Ramesh Reddy Ganapam, Mohammad Alian, Tamzidul Hoque:
A Reconfigurable and Accurate Circuit-Level Substrate for DRAM Design and Analysis. 169-176 - Jiajun Hu, Chetan Choppali Sudarshan, Maxwell Clifford, Vidya A. Chhabria, Aman Arora:
CarbonSet: A Dataset to Analyze Trends and Benchmark the Sustainability of CPUs and GPUs. 177-184 - Christian Lanius, Florian Freye, Tobias Gemmeke:
A 1.27 fJ/B/transition Digital Compute-in-Memory Architecture for Non-Deterministic Finite Automata Evaluation. 185-191 - Jaewon Park, Quang Anh Hoang, Jonathan Ta, Shinhaeng Kang, Kyomin Sohn, Sang-Woo Jun:
MAPLE: Flexible-Precision Processing-In-Memory Architecture for Efficient On-Device ML. 192-199
Session 3B: Computer-Aided Design (CAD) I
- Ruihao Li, Siyuan Ma, Krishna Kavi, Gayatri Mehta, Neeraja J. Yadwadkar, Lizy K. John:
CADOSys: Cache Aware Design Space Optimization for Spatial ML Accelerators. 200-207 - Guohao Chen, Jiaming Chang, Xingyu Tong, Peng Zou, Jianli Chen:
A Placement Optimization Framework for Non-Integer Multiple-Height Cells. 208-214 - Ryan Swann, James E. Stine:
Alchemy : A Methodology for Scalable RTL Design Space Exploration. 215-220 - Min-Feng Hsieh, Ting-Chi Wang:
A Machine Learning-Assisted Placement Flow with Pin Accessibility Awareness. 221-226
Special Session 1: Sustainability Design for Cognitive Devices, Circuits, and Systems
- Ci Zhang, Chence Yang, Qitao Tan, Jun Liu, Ao Li, Yanzhi Wang, Jin Lu, Jinhui Wang, Geng Yuan:
Towards Memory-Efficient and Sustainable Machine Unlearning on Edge using Zeroth-Order Optimizer. 227-232 - George Evans, Karan P. Patel, Catherine D. Schuman, Garrett S. Rose, Srutarshi Banerjee, Hritom Das:
An Exploration of a Heterogeneous Neural Configuration of SNNs. 233-237 - Luke Young, Danling Wang, Na Gong:
Low-Cost Wearable Edge-AI Device for Diabetes Management. 238-244 - Harshvardhan Uppaluru, Zoe Templin, Shah Zayed Riam, Feng Zhao, Jinhui Wang:
Carbon Efficiency of Natural Organic Honey-Memristor Based Neuromorphic Computing. 245-251
Special Session 2: Advances in Security of Quantum Computing
- Chao Lu, Esha Telang, Aydin Aysu, Kanad Basu:
Quantum Leak: Timing Side-Channel Attacks on Cloud-Based Quantum Services. 252-257 - Donald Lushi, Christian Rasmussen, Samah Mohamed Ahmed Saeed:
Don't Cares in Quantum Circuits: A Security Perspective. 258-264 - Barbora Hrdá, Sanjay Deshpande, Theodoros Trochatos, Jakub Szefer:
CHEQ: Towards Enabling Circuit Integrity Checking in Quantum Controllers. 265-272 - Satwik Kundu, Swaroop Ghosh:
Inverse-Transpilation: Reverse-Engineering Quantum Compiler Optimization Passes from Circuit Snapshots. 273-277
Poster Session 1: VLSI Circuits and Design
- Yuping Wu, Xiaoyang Lu, Xiaoming Chen, Yinhe Han, Xian-He Sun:
Concurrency-Aware Cache Miss Cost Prediction with Perceptron Learning. 278-283 - Md. Tareq Mahmud, Ke Wang:
Learning-Enabled Denial-of-Service (DoS) Attack Detection and Mitigation for Chiplet-Based Hybrid Interconnection Network. 284-291 - Xiangyu Ran, Chuxiong Lin, Jieyu Li, Weifeng He:
ASF-CRB: an Energy-Efficient Activity-Balanced Charge-Recycling Bus Architecture Based on Alternate Signal Flipping. 292-297 - Zhidan Zheng, Liaoyuan Cheng, Jeng-De Chang, Tsun-Ming Tseng, Ing-Chao Lin, Ulf Schlichtmann:
A Lifetime Extension Framework for Communication-Intensive Systems Based on Wavelength-Routed Optical Networks-on-Chip. 298-305 - Yu Ma, Yan Sun, Jianmin Zhang, Siqing Fu:
SFC-TRNG: A Stable Fast and Compact True Random Number Generator based on Magnetic Tunnel Junction. 306-311
IoT and Smart Systems
- Mohammadreza Mohammadi, Mehrdad Morsali, Sepehr Tabrizchi, Brendan Reidy, Arman Roohi, Shaahin Angizi, Ramtin Zand:
PixelPrune: Optimizing AIoT Vision Systems via In-Sensor Segmentation and Adaptive Data Transfer. 312-319 - Pedro Palacios, Rafael Medina, Jean-Luc Rouas, Giovanni Ansaloni, David Atienza:
Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems. 320-327 - Pengpeng Sun, Hanchen Wang, Yelan Xing, Bingze Chen, Xinrong Kou, Hongming Zhang, Pujing Zhang:
Energy-Efficient Scheduling for Cattle Collars An Optimized Approach Based on Analytic Hierarchy Process and Preemption Threshold. 328-333
Emerging Computing, and Post-CMOS Technologies
- Md Hasibul Amin, Mohammadreza Mohammadi, Jason D. Bakos, Ramtin Zand:
CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems. 334-340 - Asmer Hamid Ali, Amitesh Sridharan, Cheng Guo, William Hwang, Wilman Tsai, Jeff Zhang, Yiran Chen, Shan X. Wang, Deliang Fan:
FP-SMR: A Fully Digital Floating-Point Processing-in-SAS-MRAM for Session-based Recommender System. 341-347 - Jin Xue, Yuhong Song, Yang Guo, Zili Shao:
MirrorFS: Cross-Layered File System for SSD-based In-Storage Computing. 348-353 - Rupshali Roy, Archisman Ghosh, Swaroop Ghosh:
Forensics of Transpiled Quantum Circuits. 354-359 - Liang-Yu Lai, Ting-Chi Wang:
An Effective and Efficient Qubit Mapping Approach for Trapped-Ion Quantum Computers. 360-365 - Fang Qi, Yongshan Ding, Victor Bankston, Ji Liu, Lu Peng:
PruningQC: Boosting the Quantum Computation Fidelity by Pruning Redundant Gates. 366-371
Hardware Security
- Bardia Taghavi, Reza Azarderakhsh, Mehran Mozaffari Kermani:
ParallelNTT: Maximizing Performance of Forward and Inverse NTT on FPGA for ML-DSA and ML-KEM. 372-378 - Gabriel Cojocaru, Vincent Immler:
Ultra-Compact and High-Throughput True Random Number Generator for FPGAs. 379-384 - Alaaddin Goktug Ayar, Sercan Aygun, Martin Margala:
Single-Pass Symbolic Learning for Real-Time Embedded Security. 385-390 - Ishraq Tashdid, Tasnuva Farheen, Sazadur Rahman:
SAFE-SiP: Secure Authentication Framework for System-in-Package Using Multi-party Computation. 391-396
Late Breaking Results
- Mashrafi Alam Kajol, Md Abdullah Al Rumon, Shehjar Sadhu, Suparna Veeturi, Dharma Rane, Dhaval Solanki, Kunal Mankodiya, Wei Lu, Qiaoyan Yu:
Invisible Leaks: Covert Channel Exploitation in In-Sensor Computing System. 397-398 - Prapti Panigrahi, Rudra Biswas, Alexandar Devic, Vijaykrishnan Narayanan:
Enhancing Parallelism in Commercial PIM DRAM with LUT-Based Design. 399-400 - Sarah Glatter, Prabuddha Chakraborty:
DINGO - A Distributed & Intelligent Graph Based Memory for IoT. 401-402 - Abu Kaisar Mohammad Masum, Sercan Aygun:
ParaHDC: Leveraging GPU Acceleration for Scalable Hyperdimensional Learning. 403-404 - Xindi Liu, Chien-Jian Tseng, Richard Shi:
LEGO: A 12nm FinFET Analog Cell Library for Analog/Mixed-Signal Applications. 405-406
Session 4A: Computer-Aided Design (CAD) II
- Victoria Gammenthaler, Benjamin Carrion Schafer:
Improving the Quality of the High-Level Synthesis Estimation Results through Multi-Level Predictive Models. 407-412 - Ziang Ge, Yikai Liu, Jindong Zhou, Pingqiang Zhou:
Clock-Wirelength-Driven Detailed Placement. 413-419 - Guochu Xiong, Xiangzhong Luo, Weichen Liu:
Learning Cache Coherence Traffic for NoC Routing Design. 420-426 - Weimin Fu, Shijie Li, Yier Jin, Xiaolong Guo:
HWFixBench: Benchmarking Tools for Hardware Understanding and Fault Repair. 427-434
Session 4B: VLSI for Machine Learning and Artificial Intelligence I
- Chuanzhao Zhang, Rui Liu, Shidi Tang, Shun Li, Ming Ling:
DiffDock-FPGA: A Hardware Accelerator for Molecular Docking with Customized Tensor Product Framework and Sparse-Aware Access Strategy. 435-441 - Shixin Ji, Xingzhen Chen, Jinming Zhuang, Wei Zhang, Zhuoping Yang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou:
ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems. 442-449 - Xin Yang, Xinjie Kong, Kaixuan Wang, Xin Fan, Zikang Zhou, Zhuoyuan Yang, Zengshi Wang, Jun Han:
VLSUMaP: A High-Performance Matrix Processor with Virtually Expanded LSU Boosting HBM Bandwidth Utilization. 450-456 - Xu Jin, Haotian Zheng, Maohua Nie, Jialin Wang, Chuanjin Richard Shi:
HCSAs: Hybrid Computing Systolic Arrays for Accelerating Mamba Models with Unified State Space Buffers and Energy-Efficient Dataflow. 457-462
Session 4C: Hardware Security II
- Armin Darjani, Nima Kavand, Akash Kumar:
Flip-Break: Breaking Flip-flop-based Logic Locking in Sequential Circuits. 463-469 - Arjun Suresh, Hari Narayana Burra, Wei-Huan Chen, Daniel E. Holcomb:
Security Aware Placement for Split Manufactured Integrated Circuit Design Flows. 470-477 - Alec Aversa, Hasin Ishraq Reefat, Naghmeh Karimi, Ioannis Savidis:
Avoiding Malicious Nodes of a 3-D NoC with Security-Aware Priority-Based Routing. 478-485 - Wantong Li, Liuwan Zhu:
RandEye: On-Sensor Stochastic Image Transformation for Backdoor-Resistant Edge Inference. 486-491
Microelectronic Systems Education Workshop
- Ruoshan Lan, Ehsan Azimi:
AI-Driven Microelectronics Education Using Digital Twins and Extended Reality. 492-497 - Paul Amoruso, Ronald F. DeMara:
Compression-Assisted Zero-Shot Prompting of Large Language Models (LLMs) for Educational Skill Classification of Microprocessor Curricula. 498-502 - Mousam Hossain, Adrian Tatulian:
PeerCollate: A Peer-Centered Team Learning Approach to Digitized STEM Lab Activities and Assessments. 503-507 - Mike Borowczak, Andrea C. Borowczak:
Integrating Generative AI into Microelectronics Education: Implications for Learning and Pedagogical Practice. 508-515
Industry Session
- Mark Kraman, Matt Zhu, Yan Li:
NAND Flash Memory Scaling and Process Technology Modeling. 516-521 - Srivatsa Rangachar Srinivasa, Dileep Kurian, Paolo A. Aseron, Prerna Budhkar, Vinayak Honkote, Dan Lake, Jaykant Timbadiya, Satish Yada, Suresh Kadavakollu, James Greensky, Gauthaman Murali, Anuradha Srinivasan, Ragh Kuttappa, Tanay Karnik:
System-Level Validation Across Multiple Platforms to build a Robust 2.5D Multi Foundry Chiplet Solution. 522-526 - Sivaramakrishnan Harihara Subramanian, Khris M. Valencia Chacon, Venkatesh R. S:
An Industrial Perspective on ML-Macro Placement Methods: Challenges and Recommendations. 527-533
Special Session 3: Energy-Efficient Design and Security of Large-Language Model (LLM) Accelerators
- Abeer Matar A Almalky, Ranyang Zhou, Shaahin Angizi, Adnan Siraj Rakin:
How Vulnerable are Large Language Models (LLMs) against Adversarial Bit-Flip Attacks? 534-539 - Sathwika Bavikadi, Purab Ranjan Sutradhar, Jayanth Thangellamudi, Sai Manoj Pudukotai Dinakarrao:
3D-PLANE: A 3D-stacked DRAM-based Programmable SLM Accelerator Capable of Near-Memory and Energy-Efficient Parallel Processing. 540-546 - Manvi Jha, Lily Jiaxin Wan, Huan Zhang, Deming Chen:
PREFACE - A Reinforcement Learning Framework for Code Verification via LLM Prompt Repair. 547-553 - Noureldin Zahran, Ahmad Tahmasivand, Ihsen Alouani, Khaled N. Khasawneh, Mohammed E. Fouda:
On Jailbreaking Quantized Language Models Through Fault Injection Attacks. 554-561 - Stefan Maczynski, Amlan Ganguly, Mark A. Indovina:
The State of Simulation Frameworks for Evaluating Emerging LLM Accelerators. 562-567
Special Session 4 (Part I): Synergistic Emerging Computing and Technologies for Next-Generation Intelligent Applications & Design Automation of In-Memory and In-Sensor Computing Architectures I
- Sabrina Hassan Moon, Ahmed Ahmed, Abu Kaisar Mohammad Masum, Sercan Aygun, Dayane Reis:
ReX-HD: A Deterministic ReRAM-Based Hyperdimensional Computing Framework for Edge Computing. 568-574 - Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M. Hassan Najafi, Sercan Aygun:
Quantum Image Processing: A Comparative Study of NEQR and FRQI Encoding Schemes with Hybrid Processing. 575-580 - Suyash Vardhan Singh, Anzhelika Kolinko, Md Hasibul Amin, Ramtin Zand, Jason D. Bakos:
A Decomposition-Based Memristive Crossbar Solver and FPGA-Accelerated Hardware Implementation. 581-586 - Neeraj Solanki, Sepehr Tabrizchi, Ali Shafiee Sarvestani, Shaahin Angizi, Arman Roohi:
SenGuard: A Novel Processing In-Sensor Method for Privacy-Enhanced Smart Imaging. 587-592 - Sepehr Tabrizchi, Ali Shafiee Sarvestani, Md Hasibul Amin, Deniz Najafi, Shaahin Angizi, Ramtin Zand, Arman Roohi:
Magnetic In/Near-Sensor Architectures: From Raw Sensing to Smart Processing. 593-599
Panel Session II: Poster Session 2: Computer-Aided Design (CAD)
- Shan Yu, Haiyang Liu, Xinming Wei, Bizhao Shi, Guojie Luo:
TACPlace: Ultrafast Thermal-Aware Chiplet Placement with Feasibility Seeking. 600-605 - Baharealsadat Parchamdar, Benjamin Carrion Schafer:
Breaking Behavioral IPs Design Space Lock. 606-611 - Wenbo Xu, Silin Chen, Jiale Li, Kangjian Di, Yuxiang Fu, Ningmu Zou:
When Transformer Meets Layout Hotspot: An End-to-End Transformer-based Detector with Prior Lithography. 612-618 - Jindong Zhou, Zi'Ang Ge, Chenbo Xi, Pingqiang Zhou:
Inductance-aware Clock Network Synthesis Considering Hierarchical Interconnects in 3D ICs. 619-625 - Ruiyang Ma, Tianhao Wei, Jiaxi Zhang, Chun Yang, Jiangfang Yi, Guojie Luo:
Bridging the Gap between Hardware Fuzzing and Industrial Verification. 626-633 - Xinyi Zhou, Xing Li, Yingzhao Lian, Yiwen Wang, Lei Chen, Mingxuan Yuan, Jianye Hao, Guangyong Chen, Pheng-Ann Heng:
Circuit Synthesis based on Hierarchical Conditional Diffusion. 634-640 - Hongjin Su, Zhisheng Chen, Bowen Liu, Zhen Chen, Genggeng Liu, Xing Huang:
Application Mapping Method based on Particle Swarm Optimization for Continuous-Flow Microfluidic Biochips. 641-646 - Xinyue Jiao, Youlin Pan, Bowen Liu, Zhen Chen, Genggeng Liu, Xing Huang:
Timing-Driven Application Mapping for Continuous-Flow Microfluidic Biochips. 647-652 - Jai-Ming Lin, Hsin-Lin Chen:
IR-drop Aware Power Network Synthesis for Power Gating Designs. 653-658 - Shijie Li, Weimin Fu, Yifang Zhao, Xiaolong Guo, Yier Jin:
Intelligence In The Fence: Construct A Privacy and Reliable Hardware Design Assistant LLM. 659-666 - Kuan-Ling Chou, Cheng-Lung Wang, Yung-Chih Chen, Wuqian Tang, Yi-Ting Li, Shih-Chieh Chang, Chun-Yao Wang:
CNN Model Optimization Using a Hybrid Approach of Genetic Algorithm-based Pruning and Retraining with Knowledge Distillation. 667-672 - Zhigang Fang, Renzhi Chen, Zhijie Yang, Yang Guo, Huadong Dai, Lei Wang:
LintLLM: An Open-Source Verilog Linting Framework Based on Large Language Models. 673-680 - Yu-Guang Chen, Shih-Cheng Huang, Cheng-Hong Tsai, De-Shiun Fu, Mango Chia-Tso Chao:
Overcoming Training Data Scarcity in Routing Demand Prediction via Ensemble Learning. 681-688
Testing, Reliability, and Fault-Tolerance
- Yu Zhou, Zhidan Zheng, Liaoyuan Cheng, Jiahong Huang, Tsun-Ming Tseng, Ulf Schlichtmann:
Accurate Fault Detection for Wavelength-Routed Optical Networks-on-Chip Under Thermal Variation. 689-696 - Sanjay Das, Anand Menon, Omar Abiola Abioye, Afreen Fatimah Khazi-Syed, Jonathan Edward Lee, Ayush Arunachalam, Shamik Kundu, Pooja Madhusoodhanan, Prasanth Viswanathan Pillai, Rubin A. Parekhji, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu:
Enhancing AMS Circuit Reliability: An Anomaly Dataset for Functional Safety Research in Automotive SoCs. 697-703 - Julian Höfer, Patrick Schmidt, Hella Toto-Kiesa, Sebastian Höfer, Gregor Schewior, Dietmar Engelke, Karl-Heinz Eickel, Darius Grantz, Tanja Harbaum, Jürgen Becker:
A Pixel Histogram-Based Safety Mechanism and Fault Detection Methodology for a Robust Image Signal Processor. 704-711
VLSI for Machine Learning and Artificial Intelligence
- Xinhua Shi, Kaiqi Chen, Xuyang Duan, Jun Han:
HCTSR: A Hybrid CNN/Transformer Super-Resolution Processor with Depth-Scalable Non-Overlapping Window Attention. 712-717 - Hasita Veluri, Dilip Vasudevan:
InFormer: A High-throughput, Ultra-efficient In-memory Compute-based Floating-point Arithmetic Accelerator for Transformers. 718-725 - Man Wu, Shaswot Shresthamali, Xiaoman Liu, Yuan He:
EATS: Energy-Aware Adaptive Topology Switching for NoCs. 726-732 - Qiawei Zheng, Pu Zhou, Zheng Wang, Zhuoyu Wu, Yike Li, Zhihao Du, Chao Chen, Yongkui Yang, Wenqi Fang, Anupam Chattopadhyay:
AttenPU: An Area Efficient Attention Processor with Reconfigurable FP8 Precision and Dataflow. 733-739 - Srinivas Rahul Sapireddy, Mostafizur Rahman:
On the Effectiveness of Piecewise Activation Approximations for Long-Term Short-Memory Networks. 740-745 - Tejas Bachhav, Amol Kerkar, Rahul Rana, Patrick Madden:
Optimal Device Sequencing and Kernel Assignment for Multiple Heterogeneous Machine Learning Accelerators. 746-751
Session 5A: Computer-Aided Design (CAD) III
- Jai-Ming Lin, Pin-Yu Chen, Min-Chia Tsai, Chen-Fa Tsai, De-Shiun Fu, Che-Li Lin:
An Effective Voltage-drop Aware Analytical Placement Approach. 752-757 - Darshith Manjunath, Nicolas Bohm Agostini, Antonino Tumeo, Jeff Zhang, Chaitali Chakrabarti:
ML4SODA: A Decision Tree Guided Design Space Exploration for Fast and High Quality MLIR-based HLS. 758-763 - Jinghao Ding, Wenxin Yu, Yuanrui Qi, Zhaoqi Fu, Mengshi Gong, I-Chyn Wey, Jinjia Zhou:
An Effective Macro Placement Framework with Reinforcement Learning and Monte Carlo Tree Search. 764-769 - Rowan Devereux-Smith, Patrick H. Madden:
Strategic Rip-Up and Reroute. 770-776
Session 5B: VLSI for Machine Learning and Artificial Intelligence II
- Jingkai Guo, Asmer Hamid Ali, Li Yang, Deliang Fan:
LoRAFusion: A Crossbar-aware Multi-task Adaption Framework via Efficient Fusion of Pretrained LoRA Modules. 777-783 - Jiayu Yang, Wending Zhao, Yicheng Li, Wang Wang, Zixu Li, Manni Li, Zijian Huang, Yinyin Lin, Yun Yin, Hongtao Xu:
Digital Predistortion for Quadrature Digital Power Amplifiers Using Deep Neural Network of AT_LSTM: Attention LSTM. 784-790 - Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen:
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. 791-797 - Shun Li, Hao Zhou, Enhao Tang, Yang Liu, Shidi Tang, Ming Ling:
D-GCN: A Dynamic Pruning Accelerator for Deep Graph Convolutional Networks with Hybrid Dataflow. 798-804 - Yaqi Chen, Zikang Zhou, Siyao Dai, Xuyang Duan, Jun Han:
Multi-DOF Fusion: A Flexible Fusion Strategy for Reducing Redundancy in CNN Workloads. 805-810
Special Session 4 (Part II): Synergistic Emerging Computing and Technologies for Next-Generation Intelligent Applications & Design Automation of In-Memory and In-Sensor Computing Architectures II
- Deepak Vungarala, Md Hasibul Amin, Arman Roohi, Arnob Ghosh, Ramtin Zand, Shaahin Angizi:
From Prompt to Accelerator: A Perspective on LLM-Based Analog In-Memory Accelerator Design Automation. 811-816 - Gamana Aragonda, Deniz Najafi, Deepak Vungarala, Sepehr Tabrizchi, Arman Roohi, Shaahin Angizi:
Maximizing Sub-Array Resource Utilization in Digital Processing-in-Memory: A Versatile Hardware-Aware Approach. 817-822 - Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi:
Robust Data Processing for Vector Symbolic Computing. 823-828 - Gourav Datta, Chengwei Zhou:
Analog vs. Digital In-Sensor Computing: A Tale of Two Paradigms. 829-834 - Zhengkun Yu, Tianhan Fei, Hao Cai, Heng Shi, Yumeng Yang, Siting Liu:
A Hardware Prototype of an MRAM-based Stochastic Computing System. 835-840
Special Session 5 (Part I): Enhancing Edge Intelligence in Real-world Smart Systems & From TinyML to Transformers: AI-Driven Security for Hardware and Systems I
- Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi:
Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook. 841-848 - Sounak Bhowmik, Talita Perciano, Himanshu Thapliyal:
Quantum Transfer Learning to Boost Dementia Detection. 849-853 - Ali Karkehabadi, Avesta Sasan:
Energy-Efficient Quantization-Aware Training with Dynamic Bit-Width Optimization. 854-859 - Yogeswar Reddy Thota, Jeffrey Scott Nixon, Bhavya Chandran, Tooraj Nikoubin:
TinyML Based Biometric Authentication Using PPG Signals for Edge Devices. 860-865
Session 6A: Computer-Aided Design (CAD) IV
- Wanling Si, Xingyu Tong, Sijie Zhou, Liang Gao, Jianli Chen, Wenchao Gao:
Oxho-3D: An Analytical Die-to-Die 3D Placement Engine. 866-872 - Haochang Tian, Weiqing Ji, Mingyang Kou, Chengkai Wang, Fei Li, Hailong Yao:
VAER: Via-Aware Escape Routing for Chiplet Interconnection. 873-878 - Zichao Ling, Lin Li, Yi Huang, Yixin Xuan, Jianwang Zhai, Kang Zhao:
AuxiliarySRAM: Exploring Elastic On-Chip Memory in 2.5D Chiplet Systems Design. 879-885 - Guanting Chen, Jia Wang:
Enhancing Modern SAT Solver With Machine Learning Method. 886-892
Special Session 6 (Part I): AI-driven Edge Computing for Smart Systems & Advancing Neuro-Inspired Edge Intelligence
- G. William Chapman, Frances S. Chance:
Embedded Neurally Inspired Visual Processing. 893-897 - William Severa, Felix Wang, Yang Ho, Fred Rothganger, Anurag Reddy Daram, Efrain Gonzalez:
Benchmarking Spiking Network Partitioning Methods on Loihi 2. 898-904 - Shekhar Suman Borah, Prabha Sundaravadivel, Krishna N. Reddy:
Resistorless Grounded Memristor Emulator Using OTA-OTRA for low power edge computing. 905-910 - Yogeswar Reddy Thota, Mojtaba Afshar, Samantha Boden, Brendan Dunlap, Bilal Akin, Tooraj Nikoubin:
TinyML Enabled Real-Time Bearing Fault Classification in Motors Using Vibration Signals. 911-915
Special Session 7: Emerging Paradigms for Trustworthy and Sustainable Computing in the Exascale Era
- Khoa Ho, Siamak Biglari, Justin Garrigus, Hui Zhao, Saraju P. Mohanty:
LiteNoC: Developing Low-Cost Network-on-Chips for Deep Neural Networks. 916-921 - Salma Afifi, Oluwaseun Alo, Ishan G. Thakkar, Sudeep Pasricha:
A Light-Speed Large Language Model Accelerator with Optical Stochastic Computing. 922-928 - Hayden Moore, Sirui Qi, Ninad Hogade, Dejan S. Milojicic, Cullen E. Bash, Sudeep Pasricha:
Sustainable Carbon-Aware and Water-Efficient LLM Scheduling in Geo-Distributed Cloud Datacenters. 929-934 - Venkata Karthik Vishnu Vardhan Bathalapalli, Saraju P. Mohanty, Chenyun Pan, Elias Kougianos:
QPUF 3.0: Sustainable Cybersecurity of Smart Grid through Security-By-Design based on Quantum-PUF and Quantum Key Distribution. 935-940
Special Session 5 (Part II): Enhancing Edge Intelligence in Real-world Smart Systems & From TinyML to Transformers: AI-Driven Security for Hardware and Systems II
- Priyanka Ganesan, Yogeswar Reddy Thota, Hashem Shehata, Tooraj Nikoubin:
TinyML Based Stress Detection utilizing PPG Signals: A Lightweight Approach for Smart Wearable Devices. 941-946 - Ali Karkehabadi, Houman Homayoun, Avesta Sasan:
Unified Gravity Loss for Robust Neural Networks Through Feature Space Optimization. 947-953 - Ning Miao, Hossein Sayadi, Kumara Srivatsa Kondapalli, Mahdi Eslamimehr, Houman Homayoun:
LightBench: A Hardware-Aware Trusted Execution Platform for Intelligent Malware Detection at the Edge. 954-961 - Tamonash Bhattacharyya, Aryan Anand, Prabha Sundaravadivel, Henry A. Torbert:
VisNAV: An Autonomous, Unified, Focus-assisted Navigation in UAVs for Agricultural Field Operations. 962-967
Technical Session 7A: Emerging Computing & Post-CMOS Technologies III
- William Youngwoo Chung, Hamza Errahmouni Barkam, Tamoghno Das, Mohsen Imani:
Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities. 968-975 - Satwik Kundu, Swaroop Ghosh:
Adversarial Data Poisoning Attack on Quantum Machine Learning in the NISQ Era. 976-981 - Stefan Maczynski, Amlan Ganguly, Mark A. Indovina, Purab Ranjan Sutradhar, Sai Manoj Pudukotai Dinakarrao, Sathwika Bavikadi:
BrIM: A Branching In-Memory Accelerator. 982-989
Special Session 6 (Part II): AI-driven Edge Computing for Smart Systems & Advancing Neuro-Inspired Edge Intelligence
- Md. Saif Hassan Onim, Andrew Kiselica, Himanshu Thapliyal:
Emotion Detection in Older Adults Using Physiological Signals from Wearable Sensors. 990-995 - Ashish Gautam, Robert M. Patton, Thomas E. Potok, Ramakrishnan Kannan, James B. Aimone, William Severa:
AI-Powered Knowledge Graphs for Neuromorphic and Energy-Efficient Computing. 996-1001 - V. Mohith, Shekhar Suman Borah, Prabha Sundaravadivel, R. Sakthivel:
Multi-Parameter Comparative Study of Selective In-Memory Computing Processor Architectures for Performance Optimization in Accelerated Edge Computing. 1002-1007
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