Aim and Scope
The Advanced School on AI and Intelligent Systems: Design, Engineering and Architectures has the goal of fostering academic excellence, interdisciplinary collaboration, and international networking by bringing together PhD students, early-career professionals, and senior experts from both academia and industry. Participants will have the opportunity of exploring advancements in topics related to the AI-based design and engineering of intelligent systems in an enriching program that merges scientific advancements with cultural exchange.
In particular, the school addresses foundations, techniques and tools concerning design, engineering, architectures for for AI and ML, communication architectures and technologies, computing paradigms, digital circuits design and synthesis, embedded system design, emerging technologies and applications, low-power, energy-efficient and thermal-aware design, security, sensing and signal processing technologies, smart systems, devices and applications, system specification, simulation and verification, test and dependability.
LECTURES
Prof. Giovanni De Micheli
EPFL, Switzerland
Design of Complex Heterogeneous Systems with Emerging Technologies
Prof. Ian O'Connor
École Centrale de Lyon, France
Building Energy-Efficient, High-Performance Circuits and Architectures Tailored to Machine Learning Computation
Prof. Elham Azizi
Columbia University, USA
AI for Cellular Dynamics: From Generative Models to Precision Therapies
Dr. Yervant Zorian
Synopsys, USA
Designing Chiplets & 3DIC for Silicon Lifecycle Management
TUTORIALS
Tutorials will concern emerging technologies in the following fields, with the goal of providing students with a homogeneous background ranging from AI architectures to application without forgetting verification and testing issues.
Lorenzo Ruggeri
University of Verona, IT
Scaling Deep Networks with Maximal Update Parametrization
Prof. Yuanqing Cheng
Beihang University, CN
TBA
Prof. Wei Xing
University of Sheffield, UK
AI Applications in Industrial Engineering
Dr. Eva Viesi & Ugo Perricone
Ri.MED Foundation, IT
AI in Cheminformatics
Prof. TBA
TBA, TBA
TBA
TBA
TBA, TBA
TBA
Prof. TBA
TBA, TBA
TBA