Priya Panda receives the inaugural Purdue Engineering 38 by 38 award for remarkable contributions to neuromorphic computing and efficient machine intelligence.

Priya Panda received Purdue’s College of Engineering 38 by 38 award, which recognizes 38 young alumni who have rocketed through the ranks and left their mark by the time they are 38 years old. Priya Panda is recognized for her contributions to the field of machine intelligence have made a significant impact, as evidenced by […]

Akshat Ramachandran and Zishen Wan win second and third place respectively at ACM Student Research Competition

CoCoSys PhD students Akshat Ramachandran and Zishen Wan, both advised by PI Tushar Krishna won second and third position respectively at the ACM Student Research Competition held at MICRO 2024. Their respective papers were “MicroScopiQ: Accelerating Foundational Models through Outlier-Aware Microscaling Quantization” and “Demystifying Neuro-Symbolic AI through Workload Characterization and Software-Hardware Co-Design.”

Seo’s group published paper in IEEE JXCDC

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 Develop New System to Optimize Probabilistic Programming

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 […]

PI Yingyan (Celine) Lin Organized and Chaired the NSF Workshop on AI4HW & HW4AI

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 […]