CoCoSys: Co-Design of Cognitive Systems Background A figure illustrating the overview of the different themes in CoCoSys. CoCoSys aims to develop the next generation of human-AI systems by advancing algorithms, specialized hardware, and collective intelligence. These innovations will be applied to collaborative robots, digital assistants, and mixed-reality systems, which require responsiveness, energy efficiency, and trustworthiness. […]
Year: 2024
Featured Project – THOR
THOR: Targeted Hybrid Oncotherapeutic Regulation “This work will be a pillar in this Administrationโs ambitious and important goal to cut the cancer death rate in half in 25 yearsโ – Xavier Becerra, the United States Secretary of Health and Human Services. A prototype of an implant device to treat ovarian, pancreatic, and other difficult-to-treat cancers. […]
ICCAD Contest on LLM-Assisted Hardware Code Generation Has Been Launched!
๐ฃ ๐๐๐ฅ๐ฅ ๐๐จ๐ซ ๐๐๐ซ๐ญ๐ข๐๐ข๐ฉ๐๐ญ๐ข๐จ๐ง: ๐๐๐๐๐๐๐๐๐ฌ๐ข๐ ๐ง ๐๐จ๐ง๐ญ๐๐ฌ๐ญ @ ๐๐๐๐๐ ๐๐๐๐! We are thrilled to announce the launch of the LLM4HWDesign Contest @ ICCAD 2024, organized by the EIC Lab @ GaTech and Nvidia! Goal We aim to harness community efforts to develop an open-source, large-scale, high-quality dataset that facilitates innovations in large language model (LLM)-based hardware […]
Two Papers on Efficient Large Language Models Were Presented at ICML 2024!
๐ข [๐๐๐๐ ๐๐๐๐] If you are interested in faster and more energy-efficient large language models (LLMs), we invite you to check out the following two papers we presented at ICML 2024! Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration Motivation The attention mechanism is crucial in LLMs, yet […]
MG-Verilog (Dataset Released) Won the Best Paper Award at the First IEEE International Workshop on LLM-Aided Design (LAD’24)!
๐ We are excited to release the ๐ ๐-๐ฉ๐ฒ๐ฟ๐ถ๐น๐ผ๐ด dataset for LLM-assisted Verilog code generation, as presented in our paper, “๐ ๐-๐ฉ๐ฒ๐ฟ๐ถ๐น๐ผ๐ด: ๐ ๐๐น๐๐ถ-๐ด๐ฟ๐ฎ๐ถ๐ป๐ฒ๐ฑ ๐๐ฎ๐๐ฎ๐๐ฒ๐ ๐ง๐ผ๐๐ฎ๐ฟ๐ฑ๐ ๐๐ป๐ต๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐๐๐ -๐ฎ๐๐๐ถ๐๐๐ฒ๐ฑ ๐ฉ๐ฒ๐ฟ๐ถ๐น๐ผ๐ด ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป,” which won ๐๐ต๐ฒ ๐๐ฒ๐๐ ๐ฃ๐ฎ๐ฝ๐ฒ๐ฟ ๐๐๐ฎ๐ฟ๐ฑ at the First IEEE International Workshop on LLM-Aided Design (LAD’24)! Please feel free to try our ready-to-use dataset at HuggingFace. Motivation The […]