NEUROPULS Neuromorphic energy-efficient secure accelerators based on phase change materials augmented silicon photonics
Dr. Fabio Pavanello, Researcher CNRS at the Institut de Microélectronique Electromagnétisme Photonique et Laboratoire d'Hyperfréquences et de Caractérisation (IMEP-LaHC) in Grenoble, France
Abstract:
Neuromorphic energy-efficient secure accelerators based on phase change materials augmented silicon photonics" In this talk I will discuss the goals and objectives of the recently funded Horizon Europe project NEUROPULS. First, I will introduce the current challenges in edge-computing and security that the project is aiming to tackle, then I will present the proposed strategy based on a highly multi-disciplinary approach covering the entire supply chain from emerging materials and fabrication platforms to prototypes and high-level simulation platforms. Finally, I will illustrate our method to benchmark the performance of the developed accelerator based on three use-cases in autonomous driving, anomaly detection, and GNSS positioning.
Participation is open to all , we look forward to seeing you there!
The infinity-loop microresonator: A new integrated photonic structure working on an exceptional surface
DOI: 10.1063/5.0146639
Equalization of a 10 Gbps IMDD signal by a small silicon photonics time delayed neural network
DOI: 10.1364/PRJ.483356
We are happy to welcome our new Post-Doc Alessio Lugnan who was granted the Postdoctoral Fellowships in the MSCA - Marie Skłodowska-Curie actions with the project ARIADNE-Artificial intelligence enabled by automatic dynamic exploration of integrated photonic spiking neural networks.
An integrated setup for in-vitro optogenetic experiments using AI to localize stimulation
I. Auslender, Y. Heydari, C. Zaccaria, A. Malkoç, B. Vignoli and L. Pavesi
Proc. SPIE 12366, Optogenetics and Optical Manipulation, 14 March 2023
URL: https://doi.org/10.1117/12.2651569