We are happy to announce that MICAS staff members Marian Verhelst and Wim Dehaene are participating in the Advanced Research + Invention Agency (ARIA) programme on Scaling Compute. Following an open solicitation process, they were selected as recipients of ARIA's funding. In the frame of this programme, they will perform groundbreaking research targeting a new class of mixed-signal #processors that are specifically conceived to solve combinatorial optimization problems (#COP). Focusing on #ISING processors, they will work on #circuits, #architectures and #algorithms, thinking across the full stack. They are aiming for maximal #energy and #area efficiency, while maintaining high #flexibility to be compatible with a large number of real life applications. Looking forward to some impactful research!
The history of computing hardware has been defined by scientists and engineers realising that radical new approaches are required to meet our technological needs. Demand for AI compute is exploding, but the supply is struggling to keep up. Our current mechanisms for training AI systems utilise a narrow set of algorithms and hardware building blocks which require significant capital to develop and produce. By contrast, natural processing systems innately process complex information more efficiently – on several orders of magnitude. Through our programme, Scaling Compute, we’re looking to uncover new technological pathways that can bridge this gap and bring the cost of AI hardware down by >1000x. We’re funding 12 teams of Creators in a coordinated R&D effort, spanning academia, non-profit R&D organisations, startups and multinational companies. Our Creators bring together the expertise, capital and networks required to pull new ideas into prototypes, and onward to real-world applications. Swipe to discover our approach, and meet the teams here: https://lnkd.in/egfcW5Ap