Fabrizio Ferrandi

About Fabrizio Ferrandi

Fabrizio Ferrandi, With an exceptional h-index of 31 and a recent h-index of 15 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of High-Level Synthesis, HW/SW codesign, Reconfigurable Computing, Logic synthesis, Embedded Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach

Towards Automated Generation of Chiplet-Based Systems Invited Paper

High-Level Synthesis Developments in the Context of European Space Technology Research (Invited Talk)

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

Truefloat: A templatized arithmetic library for hls floating-point operators

A survey on deep learning hardware accelerators for heterogeneous hpc platforms

Exploration of Synthesis Methods from Simulink Models to FPGA for Aerospace Applications

High-Level Synthesis of the OpenMP runtime to improve the generation of parallel accelerators

Fabrizio Ferrandi Information

University

Position

___

Citations(all)

3793

Citations(since 2020)

1440

Cited By

2892

hIndex(all)

31

hIndex(since 2020)

15

i10Index(all)

88

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Fabrizio Ferrandi Skills & Research Interests

High-Level Synthesis

HW/SW codesign

Reconfigurable Computing

Logic synthesis

Embedded Systems

Top articles of Fabrizio Ferrandi

A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach

arXiv preprint arXiv:2402.12612

2024/2/20

Towards Automated Generation of Chiplet-Based Systems Invited Paper

2024/1/22

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

High-Level Synthesis Developments in the Context of European Space Technology Research (Invited Talk)

2024

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Michele Fiorito
Michele Fiorito

H-Index: 3

Truefloat: A templatized arithmetic library for hls floating-point operators

2023/7/2

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Exploration of Synthesis Methods from Simulink Models to FPGA for Aerospace Applications

2023/5/9

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

High-Level Synthesis of the OpenMP runtime to improve the generation of parallel accelerators

2023/5/9

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Using High-Level Synthesis to model System Verilog procedural timing controls

2023/4/17

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

HERMES: qualification of High pErformance pRogrammable Microprocessor and dEvelopment of Software ecosystem

2023/4/17

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Michele Fiorito
Michele Fiorito

H-Index: 3

Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis

2023/1/16

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

SODA Synthesizer: an Open-source, Multi-level, Modular, Extensible Compiler from High-level Frameworks to Silicon

2022/10/30

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

MLIR Loop Optimizations for High-Level Synthesis: a Case Study

2022/10/8

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

End-to-End Synthesis of Dynamically Controlled Machine Learning Accelerators

IEEE Transactions on Computers

2022/10/3

From High-Level Frameworks to custom Silicon with SODA.

2022/8/1

The SODA approach: leveraging high-level synthesis for hardware/software co-design and hardware specialization

2022/7/10

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Hardware acceleration of complex machine learning models through modern high-level synthesis

2022/5/17

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Higher-Level Synthesis: experimenting with MLIR polyhedral representations for accelerator design

2022

Michele Fiorito
Michele Fiorito

H-Index: 3

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

Automated generation of integrated digital and spiking neuromorphic machine learning accelerators

2021/11/1

Cheng Tan
Cheng Tan

H-Index: 4

Anup Das
Anup Das

H-Index: 22

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

High-level synthesis of parallel specifications coupling static and dynamic controllers

2021/5/17

Fabrizio Ferrandi
Fabrizio Ferrandi

H-Index: 12

See List of Professors in Fabrizio Ferrandi University(Politecnico di Milano)

Co-Authors

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