Francesco Conti

Senior assistant professor (fixed-term)

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Collaborations

Collaboration with:: ETH Zürich
Country:: Switzerland
Description:: Cooperation with the Digital Systems group of the Integrated Systems Laboratory (IIS), led by Prof. Luca Benini, on developments of the PULP platform: applications driven by AI and deep learning; development of software, hardware and hardware/software acceleration techniques (e.g. hardware accelerators, ISA extensions, ...); training of quantized deep neural networks; robotics (nano-drones).

Collaboration with:: GreenWaves Technologies
Country:: France
Description:: Research cooperation with the possibility of master theses on 1) deployment of algorithms based on Deep Neural Networks on advanced microcontrollers; 2) hardware acceleration of Deep Neural Networks.

Collaboration with:: STMicroelectronics / HPE Group
Country:: Italy
Description:: Opportunities for thesis in cooperation with STM & HPE group on the control of electric drives through tinyML algorithms.

Collaboration with:: Politecnico di TORINO
Country:: Italy
Description:: Research collaboration with the group of prof. Daniele Jahier Pagliari on themes related to the deployment of deep neural networks on heterogeneous hardware architectures.

Collaboration with:: KU Leuven
Country:: Belgium
Description:: Research opportunities in the group of prof. Marian Verhelst on themes related to hardware acceleration of machine learning algorithms. Opportunities for theses abroad.

Collaboration with:: IMA Group
Country:: Italy
Description:: Opportunities for theses in IMA Group on themes related to TinyML and edge machine learning on industrial machinery.

Collaboration with:: Columbia University
Country:: United States of America
Description:: Possibility of thesis abroad at the System-Level Design group of Prof. Luca Carloni

Collaboration with:: Università degli Studi di CAGLIARI
Country:: Italy
Description:: Collaboration on the development of the FPGA-based NEURAGHE platform for deep learning.