Alternative Computing Technologies (Act) Lab

Alternative Computing Technologies (Act) Lab company information, Employees & Contact Information

Welcome to the Alternative Computing Technologies (ACT) Lab. Our lab is dedicated to advancing the field of computer science and engineering by developing innovative technologies and cross-stack solutions that enhance the performance and energy efficiency of computer systems, particularly for emerging applications such as transformers. At ACT Lab, we take pride in our commitment to open-source initiatives. We have pioneered several open-source projects, including our compilation framework - Polymath, full-stack DNN compiler - Codelet, a unified template-based framework for accelerating statistical machine learning - Tabla, and DNN acceleration systems generator - GeneSys. These projects reflect our dedication to collaborative research and our belief in the power of open-source contributions to drive innovation. Our current focus extends beyond pioneering work in enabling accelerators within the system stack to facilitate cross-domain multi-acceleration for next-generation datacenters. Our research group actively drives innovation into cutting-edge domains that defy convention, including the development of brain implantable devices and the advancement of privacy-preserving machine learning techniques. Our dedication to pushing technological boundaries and exploring novel applications reflects our commitment to advancing the frontiers of research.
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