Publications (24)
Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays
Jackson Melchert, Yuchen Mei, Kalhan Koul +3
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators
Xuan Yang, Mingyu Gao, Qiaoyi Liu +9
A Systematic Approach to Blocking Convolutional Neural Networks
Xuan Yang, Jing Pu, Blaine Burton Rister +6
Open-Source Synthesizable Analog Blocks for High-Speed Link Designs: 20-GS/s 5b ENOB Analog-to-Digital Converter and 5-GHz Phase Interpolator
Sung-Jin Kim, Zachary Myers, Steven Herbst +2
Vision Transformer Computation and Resilience for Dynamic Inference
Kavya Sreedhar, Jason Clemons, Rangharajan Venkatesan +2
Dataset Culling: Towards Efficient Training Of Distillation-Based Domain Specific Models
Kentaro Yoshioka, Edward Lee, Simon Wong +1
Enabling Reusable Physical Design Flows with Modular Flow Generators
Alex Carsello, James Thomas, Ankita Nayak +4
Hardware Abstractions and Hardware Mechanisms to Support Multi-Task Execution on Coarse-Grained Reconfigurable Arrays
Taeyoung Kong, Kalhan Koul, Priyanka Raina +2
Canal: A Flexible Interconnect Generator for Coarse-Grained Reconfigurable Arrays
Jackson Melchert, Keyi Zhang, Yuchen Mei +3
Fast FPGA emulation of analog dynamics in digitally-driven systems
Steven Herbst, Byong Chan Lim, Mark Horowitz
Automated Design Space Exploration of CGRA Processing Element Architectures using Frequent Subgraph Analysis
Jackson Melchert, Kathleen Feng, Caleb Donovick +5
Programming Heterogeneous Systems from an Image Processing DSL
Jing Pu, Steven Bell, Xuan Yang +4
The Tiny Tera: A Packet Switch Core
Nick McKeown, Martin Izzard, Adisak Mekkittikul +2
Towards 6D Tracking: A Study Of Using Fast-Timing For Measuring Track Position, Time, And Angles
Victor Turbiner, Elena Villhauer, Abhiraj Gupta +6
Bringing Source-Level Debugging Frameworks to Hardware Generators
Keyi Zhang, Zain Asgar, Mark Horowitz
Training Domain Specific Models for Energy-Efficient Object Detection
Kentaro Yoshioka, Edward Lee, Mark Horowitz
fault: A Python Embedded Domain-Specific Language For Metaprogramming Portable Hardware Verification Components
Lenny Truong, Steven Herbst, Rajsekhar Setaluri +8
StartupBR: Higher Education's Influence on Social Networks and Entrepreneurship in Brazil
Michelle Reddy, Júlio C. Nardelli, Yuri L. Pereira +4
Towards an explanatory and computational theory of scientific discovery
Chaomei Chen, Yue Chen, Mark Horowitz +3
M*: A Modular, Extensible, Serving System for Multimodal Models
Atindra Jha, Naomi Sagan, Keisuke Kamahori +9
Automating System Configuration
Nestan Tsiskaridze, Maxwell Strange, Makai Mann +4
Compiling Halide Programs to Push-Memory Accelerators
Qiaoyi Liu, Dillon Huff, Jeff Setter +8
The Sparse Abstract Machine
Olivia Hsu, Maxwell Strange, Ritvik Sharma +5
FPMax: a 106GFLOPS/W at 217GFLOPS/mm2 Single-Precision FPU, and a 43.7GFLOPS/W at 74.6GFLOPS/mm2 Double-Precision FPU, in 28nm UTBB FDSOI
Jing Pu, Sameh Galal, Xuan Yang +2