Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture explores the concept of in-memory computing (IMC) as a means to enhance energy efficiency in machine learning tasks. It delves into the transformation of memory accesses into analog/mixed-signal computations, leading to significant energy reduction. The talk covers IMC design principles, current trends, and future opportunities in deploying IMCs at scale. The instructor, Naresh Shanbhag, a prominent figure in electrical and computer engineering, has been actively involved in research on energy-efficient systems for machine learning and signal processing.