Alberto Testolin

About Alberto Testolin

Alberto Testolin, With an exceptional h-index of 18 and a recent h-index of 16 (since 2020), a distinguished researcher at Università degli Studi di Padova, specializes in the field of computational modeling, cognitive science, artificial neural networks, machine learning.

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

Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies

A comparison of recurrent and convolutional deep learning architectures for EEG seizure forecasting

Can neural networks do arithmetic? a survey on the elementary numerical skills of state-of-the-art deep learning models

Calibrating Deep Learning Classifiers for Patient-Independent Electroencephalogram Seizure Forecasting

Large-scale Generative AI Models Lack Visual Number Sense

Observational study on the non-linear response of dolphins to the presence of vessels

A Neural Rewriting System to Solve Algorithmic Problems

A Hybrid System for Systematic Generalization in Simple Arithmetic Problems

Alberto Testolin Information

University

Position

___

Citations(all)

1126

Citations(since 2020)

810

Cited By

596

hIndex(all)

18

hIndex(since 2020)

16

i10Index(all)

27

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Alberto Testolin Skills & Research Interests

computational modeling

cognitive science

artificial neural networks

machine learning

Top articles of Alberto Testolin

Title

Journal

Author(s)

Publication Date

Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies

arXiv preprint arXiv:2402.17396

Flavio Petruzzellis

Alberto Testolin

Alessandro Sperduti

2024/2/27

A comparison of recurrent and convolutional deep learning architectures for EEG seizure forecasting

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, Rome, Italy

Sina Shafiezadeh

Marco Pozza

Alberto Testolin

2024/2

Can neural networks do arithmetic? a survey on the elementary numerical skills of state-of-the-art deep learning models

Alberto Testolin

2024/1/15

Calibrating Deep Learning Classifiers for Patient-Independent Electroencephalogram Seizure Forecasting

Sensors

Sina Shafiezadeh

Gian Marco Duma

Giovanni Mento

Alberto Danieli

Lisa Antoniazzi

...

2024/4/30

Large-scale Generative AI Models Lack Visual Number Sense

arXiv preprint arXiv:2402.03328

Alberto Testolin

Kuinan Hou

Marco Zorzi

2024/1/9

Observational study on the non-linear response of dolphins to the presence of vessels

Scientific Reports

Roee Diamant

Alberto Testolin

Ilan Shachar

Ori Galili

Aviad Scheinin

2024/3/13

A Neural Rewriting System to Solve Algorithmic Problems

arXiv preprint arXiv:2402.17407

Flavio Petruzzellis

Alberto Testolin

Alessandro Sperduti

2024/2/27

A Hybrid System for Systematic Generalization in Simple Arithmetic Problems

arXiv preprint arXiv:2306.17249

Flavio Petruzzellis

Alberto Testolin

Alessandro Sperduti

2023/6/29

A developmental approach for training deep belief networks

Cognitive Computation

Matteo Zambra

Alberto Testolin

Marco Zorzi

2023/1

Methodological issues in evaluating machine learning models for EEG seizure prediction: Good cross-validation accuracy does not guarantee generalization to new patients

Applied Sciences

Sina Shafiezadeh

Gian Marco Duma

Giovanni Mento

Alberto Danieli

Lisa Antoniazzi

...

2023/3/28

FORTE: Few samples for recognizing hand gestures with a smartphone-attached radar

Proceedings of the ACM on Human-Computer Interaction

Stefano Chioccarello

Arthur Sluÿters

Alberto Testolin

Jean Vanderdonckt

Sébastien Lambot

2023/6/19

Automated detection of dolphin whistles with convolutional networks and transfer learning

Frontiers in Artificial Intelligence

Burla Nur Korkmaz

Roee Diamant

Gil Danino

Alberto Testolin

2023/1/26

Transfer Learning of Image Classification Networks in Application to Dolphin Whistle Detection

Xi Lu

Lutz Lampe

Burla Nur Korkmaz

Alberto Testolin

Roee Diamant

2023/6/5

Learning to solve arithmetic problems with a virtual abacus

arXiv preprint arXiv:2301.06870

Flavio Petruzzellis

Ling Xuan Chen

Alberto Testolin

2023/1/17

Measuring temporal bias in sequential numerosity comparison

Serena Dolfi

Alberto Testolin

Simone Cutini

Marco Zorzi

2023/6/1

Exploiting Large Language Models to Train Automatic Detectors of Sensitive Data

Simone De Renzis

Dennis Dosso

Alberto Testolin

2023

Investigating the generative dynamics of energy-based neural networks

Lorenzo Tausani

Alberto Testolin

Marco Zorzi

2023/8/1

Learning constraints from human stop-feedback in reinforcement learning

Silvia Poletti

Alberto Testolin

Sebastian Tschiatschek

2023/5/30

AUV navigation using cues in the sand ripples

Autonomous Robots

Hadar Shalev

Liav Nagar

Avi Abu

Alberto Testolin

Roee Diamant

2023/1

Transformers discover an elementary calculation system exploiting local attention and grid-like problem representation

Samuel Cognolato

Alberto Testolin

2022/7/18

See List of Professors in Alberto Testolin University(Università degli Studi di Padova)

Co-Authors

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