ISQED 2023: Program

March 26, 2023

SESSION 1A

Wednesday April 5

Next Generation Computing Systems

Chair: Arnab Raha, Intel
Co-Chair: Kang Jun Bai, AFRL

38	10:20AM 1A.1 A SPICE-based Framework to Emulate Quantum Circuits with classical LC Resonators Md Mazharul Islam¹, Shafayat Hossain², Ahmedullah Aziz³ ¹The University of Tennessee, ²Princeton University, ³University of Tennessee, Knoxville

152	10:40AM 1A.2 Metal Inter-layer Via Keep-out-zone in M3D IC: A Critical Process-aware Design Consideration Madhava Sarma Vemuri and Umamaheswara Tida North Dakota State University

94	11:00AM 1A.3 AGNI: In-Situ, Iso-Latency Stochastic-to-Binary Number Conversion for In-DRAM Deep Learning Supreeth Mysore Shivanandamurthy, Sairam Sri Vatsavai, Ishan Thakkar, sayedahmad salehi University of Kentucky

11:20AM
1A.4
Design and Evaluation of multipliers for hardware accelerated on-chip EdDSA
Harshita Gupta¹, Mayank Kabra², Nitin Patwari³, Prashanth H C⁴, Madhav Rao⁵
¹Thapar institute of information technology, Patiala, ²Student, ³Student, IIITB, ⁴IIIT-Bangalore, ⁵International Institute of Information Technology-Bangalore

SESSION 1B

Wednesday April 5

Design for Testability and Verification

Chair: Chidhambaranathan R, Synopsys

120	10:20AM 1B.1 Self-Checking Performance Verification Methodology for Complex SoCs Prokash Ghosh¹, Aditya Chopra¹, Dwaraka Pai², Baljinder Sood² ¹NXP Semiconductor Inc, USA, ²NXP Semiconductors Inc, USA

22	10:40AM 1B.2 Polynomial Formal Verification of a Processor: A RISC-V Case Study Lennart Weingarten¹, Alireza Mahzoon¹, Mehran Goli¹, Rolf Drechsler² ¹University of Bremen, ²University of Bremen/DFKI

150	11:00AM 1B.3 Application of Machine Learning for Quality Risk Factor Analysis of Electronic Assemblies Brendan Reidy¹, David Duggan¹, Bernard Glasauer², Peng Su², Ramtin Zand¹ ¹University of South Carolina, ²Component Engineering, Juniper Networks

70	11:20AM 1B.4 Quality-driven Design Methodology for PUFs in FPGAs for Secure IoT Xiangyun Wang¹, Yicheng Song¹, Katyayani Prakash¹, Zeljko Zilic¹, Tomas Langsetmo² ¹McGill University, ²KNOX Industries Inc.

SESSION 1C

Wednesday April 5

AI Applications in Computing System Design

Chair: Hossein Sayadi, California State University, Long Beach

174	10:20AM 1C.1 HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs Tianqi Zhang¹, Sahand Salamat², Behnam Khaleghi², Justin Morris³, Baris Aksanli⁴, Tajana Rosing¹ ¹UCSD, ²University of California, San Diego, ³CSUSM, ⁴San Diego State University

114

10:40AM
1C.2
XOR-CiM: An Efficient Computing-in-SOT-MRAM Design for Binary Neural Network Acceleration
Mehrdad Morsali¹, Ranyang Zhou¹, Sepehr Tabrizchi², Arman Roohi³, Shaahin Angizi¹
¹New jersey Institute of Technology, ²University of Nebraska–Lincoln, ³University of Nebraska - Lincoln

117	11:00AM 1C.3 Security and Reliability Challenges in Machine Learning for EDA: Latest Advances Zhiyao Xie, Tao Zhang, Yifeng Peng Hong Kong University of Science and Technology

187	11:20AM 1C.4 Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method Zhangying He and Hossein Sayadi California State University, Long Beach

SESSION 2A

Wednesday April 5

Advances in Circuit and Physical Design

Chair: Rui Zhang, Cadence Inc.
Co-Chair: Sheikh Ariful Islam, University of Texas Rio Grande Valley

101	1:30PM 2A.1 Routability-aware Placement Guidance Generation for Mixed-size Designs Chieh-Yu Cheng and Ting-Chi Wang National Tsing Hua University

103	1:50PM 2A.2 MC-MCF: A Multi-Capacity Model for Ordered Escape Routing Zhenyi Gao, Sheqin Dong, Zhicong Tang, Wenjian Yu Tsinghua University

137	2:10PM 2A.3 DC-Model: A New Method for Assisting the Analog Circuit Optimization Yuan Wang, Jian Xin, Haixu Liu, Qian Qin, Chenkai Chai, Yukai Lu, Jinglei Hao, Jianhao Xiao, Zuochang Ye, Yan Wang Tsinghua University

146	2:30PM 2A.4 Accounting for Floorplan Irregularity and Configuration Dependence in FPGA Routing Delay Models Gabriel Barajas¹, Jonathan Greene², Fei Li¹, James Tandon³ ¹Microchip, ²Cambios Computing LLC, ³California State University East Bay

171	2:50PM 2A.5 An Effective Cost-Skew Tradeoff Heuristic for VLSI Global Routing Andrew Kahng¹, Shreyas Thumathy², Mingyu Woo³ ¹UCSD CSE and ECE Departments, ²Canyon Crest Academy, ³UCSD ECE Department

SESSION 2B

Wednesday April 5

Recent Advances in Secure Hardware Design

Chair: Soheil Salehi, University of Arizona

1:30PM
2B.1
Automated Supervised Topic Modeling Framework for Hardware Weaknesses
Rakibul Hassan¹, Charan Bandi¹, Meng-Tien Tsai², Shahriar Golchin³, Sai Manoj Pudukotai Dinakarrao¹, Setareh Rafatirad², Soheil Salehi⁴
¹George Mason University, ²University of California Davis, ³University of Arizona, ⁴Department of Electrical and Computer Engineering, University of Arizona

19	1:50PM 2B.2 Polymorphic Sensor to Detect Laser Logic State Imaging Attack Sourav Roy¹, Shahin Tajik², Domenic Forte¹ ¹University of Florida, ²Worcester Polytechnic Institute

122	2:10PM 2B.3 Low Overhead System-Level Obfuscation through Hardware Resource Sharing Daniel Xing¹, Michael Zuzak², Ankur Srivastava¹ ¹University of Maryland, ²Rochester Institute of Technology

79	2:30PM 2B.4 SPRED: Spatially Distributed Laser Fault Injection Resilient Design tasnuva farheen¹, Shahin Tajik², Domenic Forte¹ ¹University of Florida, ²Worcester Polytechnic Institute

98	2:50PM 2B.5 Enlarging Reliable Pairs via Inter-Distance Offset for a PUF Entropy-Boosting Algorithm Md Omar Faruque and Wenjie Che New Mexico State University

SESSION 2C

Wednesday April 5

Efficiency and Reliabiity of Memory

Chair: Hongyu An, Michigan Technological University

49	1:30PM 2C.1 eDRAM-OESP: A novel performance efficient in-embedded-DRAM-compute design for on-edge signal processing application Mayank Kabra¹, Prashanth H C², Kedar Deshpande¹, Madhav Rao³ ¹Student, ²IIIT-Bangalore, ³International Institute of Information Technology-Bangalore

115	1:50PM 2C.2 CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories Man Shi¹, Steven Colleman¹, Charlotte VanDeMieroop¹, Antony Joseph², Maurice Meijer², Wim Dehaene¹, Marian Verhelst¹ ¹KU Leuven, ²NXP Semiconductor

127	2:10PM 2C.3 HIE-DRAM: High-Performance Efficient In-DRAM Computing Architecture for SIMD Mayank Kabra¹, Prashanth H C², Kedar Deshpande¹, Madhav Rao³ ¹Student, ²IIIT-Bangalore, ³International Institute of Information Technology-Bangalore

168	2:30PM 2C.4 AGRAS: Aging and memory request rate aware scheduler for PCM memories Aswathy NS¹ and Hemangee Kapoor² ¹IIT Guwahati, ²Indian Institute of Technology Guwahati

SESSION PW1

Thursday April 6

PW1

Chair: Hossein Sayadi, California State University, Long Beach

4	9:40AM PW1.1 Accurate Estimation of Circuit Delay Variance with Limited Monte Carlo Simulations Using Bayesian Inference Chithira R. National Institute of Technology Calicut

9	9:45AM PW1.2 DSEAdd: FPGA based Design Space Exploration for Approximate Adders with Variable Bit-precision Archie Mishra and Nanditha Rao IIIT Bangalore

9:50AM
PW1.3
Emerging Interconnect Exploration for SRAM Application Using Nonconventional H-Tree and Center-Pin Access
Zhenlin Pei¹, Mahta Mayahinia², Hsiao-Hsuan Liu³, Mehdi Tahoori², Shairfe Salahuddin⁴, Francky Catthoor⁴, Zsolt Tokei⁴, Chenyun Pan⁵
¹The University of Texas at Arlington, ²Karlsruhe institute of technology (KIT), ³Katholieke Universiteit Leuven (KU Leuven), ⁴IMEC, ⁵University of Texas at Arlington

23	9:55AM PW1.4 A Low-overhead PUF-based Secure Scan Design Wei Zhou¹, Aijiao Cui¹, Cassi Chen², Gang Qu³ ¹Harbin Institute of Technology (Shenzhen), ²University of California, Berkeley, ³University of Maryland

31	10:00AM PW1.5 Deep Image Segmentation for Defect Detection in Photo-lithography Fabrication Omari Paul¹, Sakib Abrar¹, Richard Mu¹, Riadul Islam², Manar Samad¹ ¹Tennessee State University, ²University of Maryland at Baltimore County

36	10:05AM PW1.6 Performance Analysis of Cylindrical Through Silicon Via with Interfacial Crack Vandana Kumari, Maya Chandrakar, Manoj Majumder IIIT Naya Raipur

10:10AM
PW1.7
A Flexible Cluster Tool Simulation Framework with Wafer Batch Dispatching Time Recommendation
Hsin-Ping Yen¹, Shiuan-Hau Huang¹, Yan-Hsiu Liu², Kuang-Hsien Tseng², Ji-Fu Kung², Yi-Ting Li¹, Yung-Chih Chen³, Chun-Yao Wang⁴
¹National Tsing Hua University, ²United Microelectronics Corporation, ³National Taiwan University of Science and Technology, ⁴Dept. CS, National Tsing Hua University

59	10:15AM PW1.8 Hardware Performance Counter Enhanced Watchdog for Embedded Software Security Karl Ott¹ and Rabi N. Mahapatra² ¹Texas A&M University, ²Professor

60	10:20AM PW1.9 Power Savings in USB Hubs Through a Proactive Scheduling Strategy Bikrant Das Sharma¹, Abdul Ismail², Chris Meyers³ ¹Rice University, ²Intel Corporation, USB Implementers Forum, ³Fresco Logic

63	10:25AM PW1.10 DK Lock: Dual Key Logic Locking Against Oracle-Guided Attacks Jordan Maynard¹ and Amin Rezaei² ¹California State University Long Beach, ²California State University, Long Beach

SESSION PW2

Thursday April 6

PW2

Chair: Kang Jun Bai, AFRL

69	9:40AM PW2.1 Reproducing Fear Conditioning of Rats with Unmanned Ground Vehicles and Neuromorphic Systems Noah Zins and Hongyu An Michigan Technological University

71	9:45AM PW2.2 High-Throughput Hardware Implementation for Haraka in SPHINCS+ Yueqin Dai, Yifeng Song, Jing Tian, Zhongfeng Wang Nanjing University

9:50AM
PW2.3
Analysis of Machine Learning Techniques for Time Domain Waveform Prediction in Analog and Mixed Signal Integrated Circuit Verification
Dhanasekar V¹, Vinodhini Gunasekaran¹, Anusha Challa¹, Bama Srinivasan¹, Dhurga Devi J¹, Selvi Ravindran¹, Ranjani Parthasarathi¹, Ramakrishna P V¹, Gopika Geetha Kumar², Venkateswaran Padmanabhan³, Guha Lakshmanan³, Lakshmanan Balasubramanian³
¹College of Engineering Guindy, Anna University, ²Carnegie Mellon University, Pennsylvania, ³Texas Instruments (India) Pvt. Ltd.

9:55AM
PW2.4
Focusing on the Key Suspicious Trojan Nets with a Collaborative Approach
Shih-Lung Pao¹, Chuan-Pin Huang¹, Yen-Chi Peng¹, Ing-Jer Huang²
¹Department of Computer Science and Engineering, National Sun Yat-Sen University, ²Department of Computer Science and Engineering, Digital Content and Multimedia Technology Research Center, National Sun Yat-Sen University

134

10:00AM
PW2.5
CMP-SiL: Confidential Multi Party Software-in-the-Loop Simulation Framework
Shalabh Jain¹, Pradeep Pappachan¹, Jorge Guajardo², Sven Trieflinger³, Indrasen Raghupatruni³, Thomas Huber³
¹Robert Bosch LLC, ²Bosch Research and Technology Center, Robert Bosch LLC, ³Robert Bosch GmbH

81	10:05AM PW2.6 *A2OP: an A Algorithm OPtimizer with the Heuristic Function for PCB Automatic Routing** Quanbao Guo and Keni Qiu Capital Normal University

10:15AM
PW2.7
Decomposable Architecture and Fault Mitigation Methodology for Deep Learning Accelerators
Ning-Chi Huang¹, Min-Syue Yang¹, Ya-Chu Chang¹, Kai-Chiang Wu²
¹Department of Computer Science, National Yang Ming Chiao Tung University, ²Department of Computer Science, National Chiao Tung University

97	10:20AM PW2.8 NetViz: A Tool for Netlist Security Visualization James Geist¹, Travis Meade¹, Shaojie Zhang¹, Yier Jin² ¹University of Central Florida, ²University of Florida

102

10:25AM
PW2.9
A True Random Number Generator for Probabilistic Computing using Stochastic Magnetic Actuated Random Transducer Devices
Ankit Shukla¹, Laura Heller¹, Md Golam Morshed², Laura Rehm³, Avik Ghosh², Andrew Kent³, Shaloo Rakheja¹
¹University of Illinois at Urbana-Champaign, ²University of Virginia, ³New York University

108	10:30AM PW2.10 Attributed Graph Transformation for Generating Synthetic Benchmarks for Hardware Security Juneeth kumar Meka and Ranga Vemuri University of Cincinnati

SESSION PW3

Thursday April 6

PW3

Chair: Vidya Chhabria, Arizona State University

112	9:40AM PW3.1 Secure Control Loop Execution of Cyber-Physical Devices Using Predictive State Space Checks Kwondo Ma¹, Chandramouli Amarnath¹, Abhijit Chatterjee¹, Jacob Abraham² ¹Georgia Institute of Technology, ²University of Texas at Austin

131	9:45AM PW3.2 Cryogenic In-memory Binary Multiplier Using Quantum Anomalous Hall Effect Memories Arun Govindankutty¹, Shamiul Alam², Sanjay Das¹, Ahmedullah Aziz², Sumitha George¹ ¹North Dakota State University, ²The University of Tennessee, Knoxville

140	9:50AM PW3.3 SQRTLIB : Library of Hardware Square Root Designs Prashanth H C¹, Sriniketh S S², Shrikrishna Hebbar², Chinmaye R², Madhav Rao³ ¹IIIT-Bangalore, ²RVCE, ³International Institute of Information Technology-Bangalore

148	9:55AM PW3.4 Binary Synaptic Array for Inference and Training with Built-in RRAM Electroforming Circuit Ashvinikumar Dongre and Gaurav Trivedi Indian Institute of Technology Guwahati India

149	10:00AM PW3.5 Neural Network Partitioning for Fast Distributed Inference Robert Viramontes and Azadeh Davoodi University of Wisconsin - Madison

155	10:05AM PW3.6 DAGGER: Exploiting Language Semantics for Program Security in Embedded Systems Garett Cunningham, Harsha Chenji, Gordon Stewart, David Juedes, Avinash Karanth Ohio University

156	10:10AM PW3.7 Exploiting Programmable Dipole Interaction in Straintronic Nanomagnet Chains for Ising Problems Nastaran Darabi¹, Maeesha Binte Hashem¹, Supriyo Bandyopadhyay², Amit Trivedi¹ ¹University of Illinois at Chicago, ²Virginia Commonwealth University

157	10:15AM PW3.8 A Bit-Parallel Deterministic Stochastic Multiplier Sairam Sri Vatsavai and Ishan Thakkar University of Kentucky

158	10:20AM PW3.9 ACPC: Covert Channel Attack on Last Level Cache using Dynamic Cache Partitioning Jaspinder Kaur¹ and Shirshendu Das² ¹Indian Institute of Technology Ropar, ²Indian Institute of Technology Hyderabad

169	10:25AM PW3.10 Intrinsic Parameter Fluctuation and Process Variation Effect of Vertically Stacked Silicon Nanosheet Complementary Field-Effect Transistors Sekhar Kola, Yiming Li, Min-Hui Chuang National Yang Ming Chiao Tung University

176	10:30AM PW3.11 SpotOn: A Gradient-based Targeted Data Poisoning Attack on Deep Neural Networks Yash Khare¹, Kumud Lakara², Sparsh Mittal³, Arvind Kaushik⁴, Rekha Singhal⁵ ¹Amrita Vishwa Vidyapeetham, ²Manipal Institute of Technology, ³IIT Roorkee, ⁴NXP Semiconductors, ⁵TCS Research

SESSION 3A

Thursday April 6

ML based CAD for Optimization

Chair: Murthy Palla, Synopsys Inc.
Co-Chair: Rui Zhang, Cadence Inc.

10:45AM
3A.1
PreAxC: Error Distribution Prediction for Approximate Computing Quality Control using Graph Neural Networks
Lakshmi Sathidevi¹, Abhinav Sharma², Nan Wu³, Xun Jiao⁴, Cong "Callie" Hao¹
¹Georgia Institute of Technology, ²Indian Institute of Information Technology, Guwahati, ³UC Santa Barbara, ⁴Villanova University

11:05AM
3A.2
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators
Mahdi Taheri¹, Mohamad Riazati², Mohammad Hasan Ahmadilivani³, Maksim Jenihhin³, Masoud Daneshtalab², Jaan Raik⁴, Mikael Sjödin², Björn Lisper²
¹PhD researcher at Tallinn university of Technology, ²Mälardalen University, Västerås, ³Tallinn University of Technology, Tallinn, Estonia, ⁴Tallinn University of Technology, Tallinn

121	11:25AM 3A.3 TOTAL: Topology Optimization of Operational Amplifier via Reinforcement Learning Zihao Chen, Songlei Meng, Fan Yang, Li Shang, Xuan Zeng Fudan University

154	11:45AM 3A.4 Design of Hardware Accelerators to Compute Parametric Capacitance Tables Sandeep Koranne Mentor Graphics Corporation

175

12:05PM
3A.5
Dilated Involutional Pyramid Network (DInPNet): A Novel Model for Printed Circuit Board (PCB) Components Classification
Ananya Mantravadi¹, Dhruv Makwana², Sai Chandra Teja R², Sparsh Mittal³, Rekha Singhal⁴
¹IIIT Raichur, ²Independent Researcher, ³IIT Roorkee, ⁴TCS Research

SESSION 3B

Thursday April 6

AI Accelerator Hardware Design

Chair: Kang Jun Bai, AFRL
Co-Chair: Ji Li, MicroSoft

51	10:45AM 3B.1 An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan Thakkar University of Kentucky

160	11:05AM 3B.2 Heterogeneous Multi-Functional Look-Up-Table-based Processing-in-Memory Architecture for Deep Learning Acceleration Sathwika Bavikadi¹, Purab Ranjan Sutradhar², Amlan Ganguly², Sai Manoj Pudukotai Dinakarrao¹ ¹George Mason University, ²Rochester Institute of Technology

135

11:25AM
3B.3
HFGCN: High-speed and Fully-optimized GCN Accelerator
MinSeok Han¹, Jiwan Kim¹, Donggeon Kim¹, Hyunuk Jeong¹, Gilho Jung¹, Myeongwon Oh¹, Hyundong Lee², Yunjeong Go², HyunWoo Kim¹, Jongbeom Kim¹, Taigon Song¹
¹Kyungpook National University (KNU), ²Kyungpook National University

90	11:45AM 3B.4 Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip Shiya Liu¹ and Yang Yi² ¹EMD Electronics, ²Virginia Tech

142

12:05PM
3B.5
Lightweight Instruction Set for Flexible Dilated Convolutions and Mixed-Precision Operands
Simon Friedrich¹, Shambhavi Balamuthu Sampath², Robert Wittig¹, Manoj Rohit Vemparala³, Nael Fasfous³, Emil Matus⁴, Walter Stechele⁵, Gerhard Fettweis¹
¹TU Dresden, ²BMW, ³BMW AG, ⁴Technische Universität Dresden, ⁵TUM

SESSION 3C

Thursday April 6

Intelligent Edge Computing

Chair: Hossein Sayadi, California State University, Long Beach

186	10:45AM 3C.1 PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data Mengxin Zheng¹, Fan Chen¹, Lei Jiang¹, Qian Lou² ¹Indiana University Bloomington, ²University of Central Florida

191

11:05AM
3C.2
ISSAC: An Self-organizing and Self-healing MAC Design for Intermittent Communication Systems
Ruben Dominguez¹, Wen Zhang¹, Hongzhi Xu², Pablo Rangel³, Chen Pan⁴
¹Texas A&M University - Corpus Christi, ²Jishou University, ³Texas A&M University - Corpus Christi, ⁴Texas A&M University-Corpus Christi

188	11:25AM 3C.3 A Deep Learning Approach for Ventricular Arrhythmias Classification using Microcontroller Ya-sine Agrignan¹, Shanglin Zhou¹, Jun Bai¹, Sahidul Islam², Sheida Nabavi¹, Mimi Xie², Caiwen Ding¹ ¹University of Connecticut, ²University of Texas at San Antonio

189	11:45AM 3C.4 Reinforcement Learning-Based Guidance of Autonomous Vehicles Joseph Clemmons and Yufang Jin University of Texas at San Antonio

SESSION 4A

Thursday April 6

Advances in Analysis, Simulation and Computing

Chair: Chidhambaranathan Rajamanikkam, Utah State University
Co-Chair: Anand Iyer, Synopsys Inc.

24	2:10PM 4A.1 Fast Electromigration Simulation for Chip Power Grids Bijan Shahriari and Farid Najm University of Toronto

93	2:30PM 4A.2 On-Interposer Decoupling Capacitors Placement for Interposer-based 3DIC Po-Yang Chen, Chang-Yun Liu, Hung-Ming Chen, Po-Tsang Huang National Yang Ming Chiao Tung University

96	2:50PM 4A.3 Analysis of Pattern-dependent Rapid Thermal Annealing Effects on SRAM Design Vidya Chhabria¹ and Sachin S. Sapatnekar² ¹Arizona State University, ²University of Minnesota

109	3:10PM 4A.4 Reverse Engineering Word-Level Models from Look-Up Table Netlists Ram Venkat Narayanan, Aparajithan Nathamuni-Venkatesan, Kishore Pula, Sundarakumar Muthukumaran, Ranga Vemuri University of Cincinnati

92	3:30PM 4A.5 Novel Implementation of High-Performance Polynomial Multiplication for Unified KEM Saber based on TMVP Design Strategy Pengzhou He and Jiafeng Xie Villanova University

SESSION 4B

Thursday April 6

Hardware Security: Attacks and Defenses

Chair: Soheil Salehi, University of Arizona

2:10PM
4B.1
Unraveling Latch Locking Using Machine Learning, Boolean Analysis, and ILP
Dake Chen¹, Xuan Zhou¹, Yinghua Hu¹, Yuke Zhang¹, Kaixin Yang¹, Andrew Rittenbach², Pierluigi Nuzzo¹, Peter Beerel³
¹University of Southern California, ²USC Information Sciences Institute, ³Univ. of Southern California

141	2:30PM 4B.2 Resynthesis-based Attacks Against Logic Locking Felipe Almeida¹, Levent Aksoy¹, Quang-Linh Nguyen², Sophie Dupuis², Marie-Lise Flottes³, Samuel Pagliarini⁴ ¹Tallinn University of Technology, ²LIRMM, ³LIRMM CNRS, ⁴Tallinn University of Technology (TalTech)

167

2:50PM
4B.3
VAST: Validation of VP-based Heterogeneous Systems against Availability Security Properties using Static Information Flow Tracking
Ece Demirhan Coskun¹, Muhammad Hassan¹, Mehran Goli², Rolf Drechsler²
¹Cyber-Physical Systems, DFKI GmbH, ²Institute of Computer Science, University of Bremen

41	3:10PM 4B.4 MAAS: Hiding Trojans in Approximate Circuits Qazi Arbab Ahmed¹, Muhammad Awais¹, Marco Platzner² ¹Paderborn Univeristy, ²Paderborn University

106	3:30PM 4B.5 Efficient Decryption Architecture for Classic McEliece Xinyuan Qiao, Suwen Song, Jing Tian, Zhongfeng Wang Nanjing University

SESSION 4C

Thursday April 6

Design for Heterogeneous Integration

Chair: Gina Adam, George Washington University

182

2:10PM
4C.1
Testbench on a Chip: A Yield Test Vehicle for Resistive Memory Devices
Luke Upton¹, Guenole Lallement¹, Michael Scott¹, Joyce Taylor², Robert Radway¹, Dennis Rich¹, Mark Nelson³, Subhasish Mitra¹, Boris Murmann¹
¹Stanford University, ²Intrinsix Corporation, ³SkyWater Technology

183	2:30PM 4C.2 Integrating emerging devices with CMOS for analog in-memory computing Qiangfei Xia University of Massachusetts Amherst

184	2:50PM 4C.3 Integrating Emerging Memories for Analog DNN Accelerators An Chen IBM

185	3:10PM 4C.4 An Infrastucture for Large-scale Reconfigurable Neuronal Network Emulations Gopabandhu Hota and Gert Cauwenberghs UC San Diego

SESSION 5A

Friday April 7

Low Power Circuit Design

Chair: Amit Trivedi, University of Illinois at Chicago
Co-Chair: Hongyu An, Michigan Technological University

173	9:00AM 5A.1 A Novel Pseudo-Flash Based Digital Low Dropout (LDO) Voltage Regulator Cheng-Yen Lee¹, Sunil Khatri¹, Sarma Vrudhula² ¹Texas A&M University, ²Arizona State University

20	9:20AM 5A.2 A Low Power SRAM with Fully Dynamic Leakage Suppression for IoT Nodes Jun Yin and Mircea Stan University of Virginia

118	9:40AM 5A.3 Error Diluted Approximate Multipliers Using Positive And Negative Compressors Bindu G Gowda¹, Prashanth H C², Madhav Rao³ ¹International Institute of Information Technology Bangalore, ²IIIT-Bangalore, ³International Institute of Information Technology-Bangalore

138	10:00AM 5A.4 Scalable Low-Cost Sorting Network with Weighted Bit-Streams Brady Prince¹, Hassan Najafi², Bingzhe Li¹ ¹Oklahoma State University, ²University of Louisiana

SESSION 5B

Friday April 7

Advance Secure Circuits and Hardware Trojan Detection

Chair: Setareh Rafatirad, University of California Davis

177	9:00AM 5B.1 Novel, Configurable Approximate Floating-point Multipliers for Error-Resilient Applications Vishesh Mishra¹, Sparsh Mittal², Rekha Singhal³, Manoj Nambiar³ ¹IIT Kanpur, ²IIT Roorkee, ³TCS Research

161

9:20AM
5B.2
Design Space Exploration of Modular Multipliers for ASIC FHE accelerators
Deepraj Soni¹, Mohammed Nabeel Thari Moopan², Homer Gamil³, Oleg Mazonka⁴, Brandon Reagen⁵, Ramesh Karri⁶, Michail Maniatakos⁴
¹New York University Tandon School of Engineering, ²New York University, ³NYUAD, ⁴New York University Abu Dhabi, ⁵NYU/Facebook, ⁶NYU

9:40AM
5B.3
H-Saber: An FPGA-Optimized Version for Designing Fast and Efficient Post-Quantum Cryptography Hardware Accelerators
Andrea Guerrieri¹, Gabriel Da Silva Marques², Francesco Regazzoni³, Andres Upegui²
¹EPFL and HES-SO, ²University of Applied Sciences Western Switzerland, ³University of Amsterdam and Universita della Svizzera Italiana

126	10:00AM 5B.4 A Novel Method Against Hardware Trojans in Approximate Circuits Yuqin Dou¹, CHONGYAN GU², Chenghua Wang¹, Weiqiang Liu¹ ¹Nanjing University of Aeronautics and Astronautics, ²Queen's University Belfast

78	10:20AM 5B.5 Using Path Features for Hardware Trojan Detection Based on Machine Learning Techniques Chia-Heng Yen¹, Jung-Che Tsai¹, Kai-Chiang Wu² ¹National Yang Ming Chiao Tung University, ²Department of Computer Science, National Chiao Tung University

SESSION 5C

Friday April 7

Efficient Algorithm, Hardware, and Computing Paradigm for Machine Learning

Chair: Kang Jun Bai, AFRL

136	9:00AM 5C.1 Locality-sensing Fast Neural Network (LFNN): An Efficient Neural Network Acceleration Framework via Locality Sensing for Real-time Videos Queries Xiaotian Ma, Jiaqi Tang, Yu Bai California State University, Fullerton

113	9:20AM 5C.2 Image Quantization Tradeoffs in a YOLO-based FPGA Accelerator Framework Richard Yarnell, Mousam Hossain, Ronald DeMara University of Central Florida

111

9:40AM
5C.3
Automatic Subnetwork Search Through Dynamic Differentiable Neuron Pruning
Zigeng Wang¹, Bingbing Li¹, Xia Xiao¹, Tianyun Zhang², Mikhail Bragin¹, Bing Yan³, Caiwen Ding¹, Sanguthevar Rajasekaran¹
¹University of Connecticut, ²Cleveland State University, ³Rochester Institute of Technology

84	10:00AM 5C.4 A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning Joseph Lindsay and Ramtin Zand University of South Carolina

SESSION 6A

Friday April 7

Design of Emerging Circuits & Systems

Chair: Rasit Topaloglu, IBM
Co-Chair: Ujwal Radhkrishna, Texas Instruments Inc.

16	10:45AM 6A.1 An Area Efficient Superconducting Unary CNN Accelerator Patricia Gonzalez-Guerrero, George Michelogiannakis, Kylie Huch, Nirmalendu Patra, Thom Popovici LBL

11:05AM
6A.2
A Novel Scalable Array Design for III-V Compound Semiconductor-based Non-volatile Memory (UltraRAM) with Separate Read-Write Paths
Shamiul Alam¹, Kazi Asifuzzaman², Ahmedullah Aziz³
¹University of Tennessee Knoxville, ²Oak Ridge National Laboratory, ³University of Tennessee, Knoxville

172	11:25AM 6A.3 ZOCHEN: Compression using Zero chain elimination and encoding to improve endurance of Non-volatile Memories Nishant Bharti¹, Arijit Nath², Swati Upadhyay¹, Hemangee Kapoor³ ¹IIT Guwahati, ²IIT Guwahati, India, ³Indian Institute of Technology Guwahati

28	11:45AM 6A.4 A Polymorphic Electro-Optic Logic Gate for High-Speed Reconfigurable Computing Circuits Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan Thakkar, Todd Hastings University of Kentucky

SESSION 6B

Friday April 7

Novel AI Computing

Chair: Hongyu An, Michgan Tech
Co-Chair: Haowen Fang, synopsys

87	10:45AM 6B.1 Spiking Domain Feature Extraction with Temporal Dynamic Learning Honghao Zheng and Yang (Cindy) Yi Virginia Tech

37	11:05AM 6B.2 Moving Towards Game-Changing Technology: Fabrication and Application of HfO2 RRAM for In-Memory Computing Kang Jun Bai¹, Daniel Titcombe², Jack Lombardi¹, Clare Thiem¹, Nathaniel Cady² ¹Air Force Research Laboratory, ²SUNY Polytechnic Institute

133

11:25AM
6B.3
Cache Register Sharing Structure for Channel-level Near-memory Processing in NAND Flash Memory
HyunWoo Kim¹, Seungwon Baek¹, Minyoung Jung², Jaehong Song¹, Hyodong Kim¹, Junhyeon Kim¹, Seongju Kim¹, Taigon Song¹, Jongbeom Kim¹, Hyundong Lee³, Yunjeong Go³
¹Kyungpook National University (KNU), ²Kyungpook National University (KNU),, ³Kyungpook National University

73	11:45AM 6B.4 Online Training from Streaming Data with Concept Drift on FPGAs Esther Roorda and Steve Wilton University of British Columbia

SESSION 6C

Friday April 7

Security for Resource-Limited Devices

Chair: Ava Hedayatipour, California State University, Long Beach

179

10:45AM
6C.1
Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices
Rahul Vishwakarma¹, Ravi Monani², Amin Rezaei², Hossein Sayadi², Mehrdad Aliasgari², Ava Hedayatipour³
¹California State University Long Beach, ²California State University, Long Beach, ³CSULB

178	11:05AM 6C.2 Split-Slope Chaotic Map Providing High Entropy Across Wide Range Partha Sarathi Paul¹, Maisha Sadia¹, Anurag Dhungel¹, Parker Hardy¹, Md Sakib Hasan² ¹Graduate Student, ²Assistant Professor

181

11:25AM
6C.3
Reconfigurable low-power Cryptographic processor based on LFSR for Trusted IoT platforms
Mohamed El-Hadedy¹, Russell Hua², Kazutomo Yoshii³, Wen-mei Hwu⁴, Martin Margala⁵
¹CalPoly Pomona, ²California State Polytechnic University, Pomona, ³Argonne National Lab, ⁴University of Illinois at Urbana-Champaign, ⁵University of Louisiana at Lafayette

180	11:45AM 6C.4 Automating Hardware Trojan Detection Using Unsupervised Learning: A Case Study of FPGA Jaya Dofe¹, Shailesh Rajput², Wafi Danesh³ ¹California State University, ²California State University Fullerton, ³University of Missouri, Kansas City