A Purdue University-led team (PI: Kaushik Roy) is the winner of a new project to advance artificial intelligence hardware through the Microelectronic Commons program in collaboration with the Silicon Crossroads Microelectronics Commons (SCMC) Hub.
Seo’s group’s recent paper published at IEEE JXCDC (Special Issue on 3D Logic and Memory for Energy Efficient Computing) investigates digital compute-in-memory (DCIM) macros for various 3D IC architectures considering the carbon footprint of 3D architectures. In-house simulator calculates energy and area based on high-level hardware descriptions and neural network workloads, which is integrated with […]
Researchers from the Massachusetts Institute of Technology, the National Institute for Research in Digital Science and Technology, IBM, and Binghamton University have developed Siren, a new programming language that optimizes probabilistic programming through inference plans. The system allows developers to specify how random variables should be processed, leading to improved performance and accuracy in statistical […]
The ECE professor’s highly cited 2013 paper has become an integral part of modern web search engines.
This honor recognizes Professor Heck’s exceptional contributions to innovation, advancing technology, and fostering groundbreaking research that benefits society and drives economic development.
PI Yingyan (Celine) Lin, an Associate Professor at Georgia Tech, led and chaired the organization of the NSF Generative AI for Hardware Design and Hardware Design for Generative AI (AI4HW & HW4AI) workshop at MICRO 2024, alongside colleagues from Google and NSF. This workshop attracted more than 70 researchers from both industry and academia. The […]
PI Yingyan (Celine) Lin, an Associate Professor at Georgia Tech, has been invited to serve as Program Co-Chair for MLSys 2025, the Eighth Conference on Machine Learning and Systems. This prestigious conference focuses on research at the intersection of machine learning and systems, fostering connections across these fields. It aims to identify best practices, establish […]
PI Yingyan (Celine) Lin’s research group was honored with the Best Paper Award at the 2024 International Symposium on Microarchitecture (MICRO) for their work, “Fusion-3D: Integrated Acceleration for Instant 3D Reconstruction and Real-Time Rendering.” Supported by CoCoSys, the paper was praised by the Best Paper Selection Committee for its “compelling end-to-end demonstration of an emerging […]
PI Yingyan (Celine) Lin’s research group has been honored with a Best Paper Candidate nomination at MICRO 2024 for their work titled “Fusion-3D: Integrated Acceleration for Instant 3D Reconstruction and Real-Time Rendering.” The paper, co-authored by Sixu Li, Yang Zhao, Chaojian Li, Bowei Guo, Jingqun Zhang, Wenbo Zhu, Zhifan Ye, Cheng Wan, and Prof. Yingyan […]
Zishen Wan, a PhD student at Georgia Tech advised by Arijit Raychowdhury and Tushar Krishna won a Best Presentation Award at TECHCON 2024 for his work titled “H3DFACT: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations.” This work, done in collaboration with CoCoSys researchers Che-Kai Liu, Mohamed Ibrahim, Hanchen Yang, Samuel Spetalnick, Tushar […]