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.
Company Details
- Address
- 3235 Voigt Dr, San Diego,california 92093,united States
- Industry
- Higher Education
- NAICS
-
Colleges, Universities, and Professional Schools
- Keywords
- Computer Architecture, Computer Hardware, Compilers, Computer Science, Machine Learning, Emerging Technologies, Computer Engineering, Open Source.
- HQ
- San Diego, California
- Competitors
- ACM/IEEE Embedded Systems Week (ESWEEK), International Symposium on Microarchitecture (MICRO), International Symposium on Computer Architecture (ISCA), Voonid, Resilient Venture Partners, International Symposium on High-Performance Computer Architecture (HPCA), National University - Philippines, GaTech EIC Lab.
Alternative Computing Technologies (Act) Lab Questions
Alternative Computing Technologies (Act) Lab's LinkedIn profile is https://www.linkedin.com/company/alternative-computing-technologies
Alternative Computing Technologies (Act) Lab's industry is
Higher Education
Alternative Computing Technologies (Act) Lab's top competitors are
Acm/ieee Embedded Systems Week (Esweek),
International Symposium On Microarchitecture (Micro),
International Symposium On Computer Architecture (Isca),
Voonid,
Resilient Venture Partners,
International Symposium On High-Performance Computer Architecture (Hpca),
National University - Philippines,
Gatech Eic Lab.
Alternative Computing Technologies (Act) Lab's categories are Higher Education
