Research Labs
All Research Labs
3D Deep Learning
Applied Research
Autonomous Vehicles
Deep Imagination
Publications
AI Playground
New and Featured
AI Art Gallery
NGC Demos
Research Areas
AI & Machine Learning
3D Deep Learning
Computer Vision
Robotics
All Areas
Careers
Academic Collaborations
Government Collaborations
Graduate Fellowship
Internships
Research Openings
Research Scientists
Meet the Team
Licensing
Skip to main content
Publications
Our publications provide insight into some of our leading-edge research.
Filters
Search
Apply
Filters
Filters
Publication Year
2022
(2)
2021
(1)
2020
(1)
2019
(1)
Facet Publication Year
Research Areas
Artificial Intelligence and Machine Learning
(5)
Programming Languages, Systems and Tools
(5)
Computer Architecture
(4)
Events
No Results Available
5 results found
Artificial Intelligence and Machine Learning
Programming Languages, Systems and Tools
Clear all
Artificial Intelligence and Machine Learning
Programming Languages, Systems and Tools
2022
Demystifying Map Space Exploration for NPUs
Sheng-Chun Kao,
Angshuman Parashar
,
Po-An Tsai
, Tushar Krishna
Marvel: A Data-Centric Approach for Mapping Deep Learning Operators on Spatial Accelerators
Prasanth Chatarasi, Hyoukjun Kwon,
Angshuman Parashar
,
Michael Pellauer
, Tushar Krishna, Vivek Sarkar
2021
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
Geonhwa Jeong, Gokcen Kestor, Prasanth Chatarasi,
Angshuman Parashar
,
Po-An Tsai
, Sivasankaran Rajamanickam, Roberto Gioiosa, Tushar Krishna
2020
A Programmable Approach to Neural Network Compression
Vinu Joseph, Ganesh L. Gopalakrishnan,
Saurav Muralidharan
,
Michael Garland
, Animesh Garg
2019
Timeloop: A Systematic Approach to DNN Accelerator Evaluation
Angshuman Parashar
, Priyanka Raina, Yakun Sophia Shao, Yu-Hsin Chen, Victor A. Ying, Anurag Mukkara,
Rangharajan Venkatesan
,
Brucek Khailany
,
Steve Keckler
,
Joel Emer
