Stefania Perri

Stefania Perri

Università della Calabria

H-index: 28

Europe-Italy

About Stefania Perri

Stefania Perri, With an exceptional h-index of 28 and a recent h-index of 17 (since 2020), a distinguished researcher at Università della Calabria, specializes in the field of Digital electronics, FPGA, QCA circuits, Embedded systems, Deep Learning.

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

Approximate bilateral filters for real-time and low-energy imaging applications on FPGAs

An explainable embedded neural system for on-board ship detection from optical satellite imagery

Efficient implementation of signed multipliers on FPGAs

Efficient Addition Circuits Using Three-Gate Reconfigurable Field Effect Transistors

A survey on deep learning hardware accelerators for heterogeneous hpc platforms

Design of a low-power super-resolution architecture for virtual reality wearable devices

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

Check for updates Approximate Foveated-Based Super Resolution Method for Headset Displays

Stefania Perri Information

University

Position

Associate Professor of Electronics

Citations(all)

2550

Citations(since 2020)

972

Cited By

1968

hIndex(all)

28

hIndex(since 2020)

17

i10Index(all)

69

i10Index(since 2020)

29

Email

University Profile Page

Università della Calabria

Google Scholar

View Google Scholar Profile

Stefania Perri Skills & Research Interests

Digital electronics

FPGA

QCA circuits

Embedded systems

Deep Learning

Top articles of Stefania Perri

Title

Journal

Author(s)

Publication Date

Approximate bilateral filters for real-time and low-energy imaging applications on FPGAs

The Journal of Supercomputing

Fanny Spagnolo

Pasquale Corsonello

Fabio Frustaci

Stefania Perri

2024/4/7

An explainable embedded neural system for on-board ship detection from optical satellite imagery

Engineering Applications of Artificial Intelligence

Cosimo Ieracitano

Nadia Mammone

Fanny Spagnolo

Fabio Frustaci

Stefania Perri

...

2024/7/1

Efficient implementation of signed multipliers on FPGAs

Computers and Electrical Engineering

Fanny Spagnolo

Pasquale Corsonello

Fabio Frustaci

Stefania Perri

2024/5/1

Efficient Addition Circuits Using Three-Gate Reconfigurable Field Effect Transistors

Journal of Low Power Electronics and Applications

Fanny Spagnolo

Pasquale Corsonello

Fabio Frustaci

Stefania Perri

2024/4/14

A survey on deep learning hardware accelerators for heterogeneous hpc platforms

arXiv preprint arXiv:2306.15552

Cristina Silvano

Daniele Ielmini

Fabrizio Ferrandi

Leandro Fiorin

Serena Curzel

...

2023/6/27

Design of a low-power super-resolution architecture for virtual reality wearable devices

IEEE Sensors Journal

Fanny Spagnolo

Pasquale Corsonello

Fabio Frustaci

Stefania Perri

2023/3/17

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

arXiv preprint arXiv:2311.17815

Fabrizio Ferrandi

Serena Curzel

Leandro Fiorin

Daniele Ielmini

Cristina Silvano

...

2023/11/29

Check for updates Approximate Foveated-Based Super Resolution Method for Headset Displays

Proceedings of SIE 2023: 54th Annual Meeting of the Italian Electronics Society

Stefania Perri

2023/11/28

RIAWELC: A Novel Dataset of Radiographic Images for Automatic Weld Defects Classification

International Journal of Electrical and Computer Engineering Research

Benito Totino

Fanny Spagnolo

Stefania Perri

2023/3/15

FPGA Design of Transposed Convolutions for Deep Learning Using High-Level Synthesis

Journal of Signal Processing Systems

Cristian Sestito

Stefania Perri

Robert Stewart

2023/10

Design of Approximate Bilateral Filters for Image Denoising on FPGAs

IEEE Access

Fanny Spagnolo

Pasquale Corsonello

Fabio Frustaci

Stefania Perri

2023/1/3

Approximate Foveated-Based Super Resolution Method for Headset Displays

Fanny Spagnolo

Pasquale Corsonello

Fabio Frustaci

Stefania Perri

2023/9/6

Welding defects classification through a Convolutional Neural Network

Manufacturing Letters

Stefania Perri

Fanny Spagnolo

Fabio Frustaci

Pasquale Corsonello

2023/1/1

Accuracy Evaluation of Transposed Convolution-Based Quantized Neural Networks

Cristian Sestito

Stefania Perri

Robert Stewart

2022/7/18

Design of Leading Zero Counters on FPGAs

IEEE Embedded Systems Letters

Stefania Perri

Fanny Spagnolo

Fabio Frustaci

Pasquale Corsonello

2022/10/28

Runtime Reconfigurable Hardware Accelerator for Energy-Efficient Transposed Convolutions

Emanuel Marrazzo

Fanny Spagnolo

Stefania Perri

2022/6/12

A high-speed FPGA-based true random number generator using metastability with clock managers

IEEE Transactions on Circuits and Systems II: Express Briefs

Fabio Frustaci

Fanny Spagnolo

Stefania Perri

Pasquale Corsonello

2022/10/3

Robust and high-performance machine vision system for automatic quality inspection in assembly processes

Sensors

Fabio Frustaci

Fanny Spagnolo

Stefania Perri

Giuseppe Cocorullo

Pasquale Corsonello

2022/4/7

Designing energy-efficient approximate multipliers

Journal of Low Power Electronics and Applications

Stefania Perri

Fanny Spagnolo

Fabio Frustaci

Pasquale Corsonello

2022/9/27

Approximate down-sampling strategy for power-constrained intelligent systems

IEEE Access

Fanny Spagnolo

Stefania Perri

Pasquale Corsonello

2022/1/12

See List of Professors in Stefania Perri University(Università della Calabria)

Co-Authors

H-index: 31
Giuseppe Cocorullo

Giuseppe Cocorullo

Università della Calabria

H-index: 29
Marco Lanuzza

Marco Lanuzza

Università della Calabria

H-index: 29
Pasquale Corsonello

Pasquale Corsonello

Università della Calabria

H-index: 27
Martin Margala

Martin Margala

University of Massachusetts Lowell

H-index: 13
Vitit Kantabutra

Vitit Kantabutra

Idaho State University

H-index: 3
Giovanni Staino

Giovanni Staino

Università della Calabria

academic-engine