“Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference”

Thierry Tambe | Harvard University, Cambridge, MA
En-Yu Yang | Harvard University, Cambridge, MA
Zishen Wan | Harvard University, Cambridge, MA
Yuntian Deng | Harvard University, Cambridge, MA
Vijay Janapa Reddi | Professor at Carnegie Mellon University
Alexander Rush | Cornell University, Ithaca, NY
David Brooks | Harvard University, Cambridge, MA
Gu-Yeon Wei | Harvard University, Cambridge, MA

  • “COEXE: An Efficient Co-Execution Architecture for Real-Time Neural Network Services”

  • “FLOPS: Efficient On-Chip Learning for Optical Neural Networks Through Stochastic Zeroth-Order Optimization”

  • “ATUNs: Modular and Scalable Support for Atomic Operations in a Shared Memory Multiprocessor”

  • “TP-GNN: A Graph Neural Network Framework for Tier Partitioning in Monolithic 3D ICs”

  • “A Two-Way SRAM Array Based Accelerator for Deep Neural Network On-Chip Training”

  • “Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference”

Jason M. Fung
Jeronimo Castrillon
Jian-Jia Chen
Noel Menezes
Partha Pande
Preeti R. Panda
Rajiv Joshi
Seda Ogrenci Memik
Vijay Raghunathan
Yu Cao

“Easy Deadlock Verification and Debug with Advanced Formal Verification”

Laurent Arditi | Arm, Ltd., Valbonne, France
Vincent Abikhattar | Arm, Ltd., Sophia-Antipolis, France
Joe Hupcey III | Mentor, A Siemens Business, Fremont, CA
Jeremy Levitt | Mentor, A Siemens Business, Fremont, CA

“Achieve Better Communication in Your UVM TB Using These Obscure UVM Classes”

Pavan Yeluri | NVIDIA Corp., Hyderabad, India
Ranjith Nair | NVIDIA Corp., Hyderabad, India

“A CPU Power Distribution Network Optimization Method Considering Routing Congestion with Genetic Algorithm”

Huajun Wen | MediaTek, Inc., Austin, TX
Hsinchen Chen | MediaTek, Inc., Austin, TX
Wei Chang | Univ. of Southern California, Los Angeles, CA
Thomas Drablos | MediaTek, Inc., Austin, TX

“Weighted Partial Gating Selection Algorithm for Power Reduction in Scan Based Tests”

Kavithaa Rajagopalan | Texas Instruments India Pvt. Ltd., Bangalore, India
WIlson Pradeep | Texas Instruments India Pvt. Ltd., Bangalore, India
Shreya Gupta | Malaviya National Institute of Technology & Texas Instruments India Pvt. Ltd., Jaipur, India

“PCI Gen4 Channel Optimization Using Machine Learning”

Wook Kim | Samsung Electronics Co., Ltd., Hwaseong, Republic of Korea
Raewoon You | Samsung Electronics Co., Ltd., Hwaseong, Republic of Korea
Jun So Park | Samsung Electronics Co., Ltd., Hwaseong, Republic of Korea

The Path Towards Battery-Free and Forever-Battery Life for Internet of Things”

Masoud Zargari | Atmosic Technologies, Campbell, CA