VLSILAB (VLSI theory, design and applications)
Design of dedicated hardware for Artificial Intelligence (AI) using an Embedded Scalable Platform (ESP)
Riferimenti MARIO ROBERTO CASU
Gruppi di ricerca VLSILAB (VLSI theory, design and applications)
Descrizione Artificial Intelligence and Machine Learning (AI/ML) dedicated hardware implementations are necessary for efficient deployment in embedded platforms. In this thesis you will use an Open Source platform called Embedded Scalable Platform (ESP) (https://www.esp.cs.columbia.edu/) to first design and then integrate a specific hardware accelerator for AI/ML. Depending on your skills, background, and interests, the design can be tested on an FPGA-based emulation platform, or made ready for an ASIC design flow.
Conoscenze richieste RTL design (VHDL or Verilog), C/C++ coding ability
Scadenza validita proposta 15/04/2023 PROPONI LA TUA CANDIDATURA