A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures

F Ferrandi, S Curzel, L Fiorin, D Ielmini… - arXiv preprint arXiv …, 2023 - arxiv.org
In recent years, the field of Deep Learning has seen many disruptive and impactful
advancements. Given the increasing complexity of deep neural networks, the need for …

[PDF][PDF] Modern High-Level Synthesis: improving productivity with a multi-level approach

S Curzel - Special Topics in Information Technology, 2024 - library.oapen.org
Abstract High-Level Synthesis (HLS) tools simplify the design of hardware accelerators by
automatically generating Verilog/VHDL code starting from a generalpurpose software …

Modern high-level synthesis: improving productivity with a multi-level approach

S Curzel - 2022 - politesi.polimi.it
Abstract High-Level Synthesis (HLS) tools simplify the design of hardware accelerators by
automatically generating Verilog/VHDL code starting from a general purpose software …