Presentation
Invited: Neuromorphic Architectures Based on Augmented Silicon Photonics Platforms
DescriptionIn this talk we will discuss our vision for the development of neuromorphic accelerators based on integrated photonic technologies within the framework of the Horizon Europe NEUROPULS project. Photonic architectures that leverage phase-change and III-V materials for neuromorphic computing will be presented. A CMOS-compatible platform integrating such materials to fabricate photonic neuromorphic architectures will be discussed alongside a GEM5-based simulation platform to model the accelerator operation once interfaced with a RISC-V processor. Such platform will allow to model the accelerator scaling and its system-level behavior in terms of key metrics such as speed, energy consumption, and footprint.
Event Type
Special Session (Research)
TimeWednesday, June 264:50pm - 5:30pm PDT
Location3006, 3rd Floor
Design