Paolo Gastaldo

Antonio Frisoli

Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023

Data augmentation for speech separation.

[BibT_eX]

[DOI]

Speech Commun., July, 2023

An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices.

[BibT_eX]

[DOI]

Neural Comput. Appl., March, 2023

Mitigating Cyber Attacks in LoRaWAN via Lightweight Secure Key Management Scheme.

[BibT_eX]

[DOI]

IEEE Access, 2023

A hardware-aware neural architecture search algorithm targeting low-end microcontrollers.

[BibT_eX]

[DOI]

Andrea Mattia Garavagno

Antonio Frisoli

Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023

Affordance segmentation of hand-occluded containers from exocentric images.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Selecting Language Models Features VIA Software-Hardware Co-Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

Lightweight Neural Networks for Affordance Segmentation: Enhancement of the Decoder Module.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

Alessandro De Gloria, a Pioneer in Electronic Engineering Applications.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

2022

Enhancing Cyber Security of LoRaWAN Gateways under Adversarial Attacks.

[BibT_eX]

[DOI]

Sensors, 2022

Toward hardware-aware deep-learning-based dialogue systems.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Design and Deployment of an Image Polarity Detector with Visual Attention.

[BibT_eX]

[DOI]

Cogn. Comput., 2022

Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels.

[BibT_eX]

[DOI]

Valentina Mastronardi

Proceedings of the Advances in System-Integrated Intelligence, 2022

A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

Detection-based video surveillance using Deep Neural Networks on STM32 microcontroller.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

Container Localisation and Mass Estimation with an RGB-D Camera.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Affordance Segmentation Using RGB-D Sensors for Application in Portable Embedded Systems.

[BibT_eX]

[DOI]

Matteo Pastorino Ghezzi

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

Review of Security Vulnerabilities in LoRaWAN.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

2021

Emotion Recognition on Edge Devices: Training and Deployment.

[BibT_eX]

[DOI]

Sensors, 2021

T-RexNet - A Hardware-Aware Neural Network for Real-Time Detection of Small Moving Objects.

[BibT_eX]

[DOI]

Sensors, 2021

Random-based networks with dropout for embedded systems.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Hardware-Aware Affordance Detection for Application in Portable Embedded Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

Mixup Augmentation for Generalizable Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

A pose-based hand image classification method retrainable on embedded target devices.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Electronics, 2021

An Affordance Detection Pipeline for Resource-Constrained Devices.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Electronics, 2021

A Data-Driven Method for Reliability Estimation of Auxiliary Power Consumption Prediction in Commercial Electric Vehicles.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

Balancing computational complexity and generalization ability: A novel design for ELM.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Image Polarity Detection on Resource-Constrained Devices.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2020

An hardware-aware image polarity detector enhanced with visual attention.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

COAL: Convolutional Online Adaptation Learning for Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Video Grasping Classification Enhanced with Automatic Annotations.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Active Haptic Perception in Robots: A Review.

[BibT_eX]

[DOI]

Fulvio Mastrogiovanni

Frontiers Neurorobotics, 2019

Cognitive Insights into Sentic Spaces Using Principal Paths.

[BibT_eX]

[DOI]

Marco Jacopo Ferrarotti

Walter Rocchia

Sergio Decherchi

Cogn. Comput., 2019

Learning with Similarity Functions: a Tensor-Based Framework.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

An Energy Efficient System for Touch Modality Classification in Electronic Skin Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Fast Transfer Learning for Image Polarity Detection.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

Data-Driven Video Grasping Classification for Low-Power Embedded System.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

2018

A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2018

Bayesian network based extreme learning machine for subjectivity detection.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2018

2017

Real-Time Digital Signal Processing Based on FPGAs for Electronic Skin Implementation.

[BibT_eX]

[DOI]

Sensors, 2017

Learning with similarity functions: A novel design for the extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2017

2016

Sentiment-Oriented Information Retrieval: Affective Analysis of Documents Based on the SenticNet Framework.

[BibT_eX]

[DOI]

Proceedings of the Sentiment Analysis and Ontology Engineering, 2016

SIM-ELM: Connecting the ELM model with similarity-function learning.

[BibT_eX]

[DOI]

Neural Networks, 2016

Inductive bias for semi-supervised extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

A tensor-based approach to touch modality classification by using machine learning.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2015

An ELM-based model for affective analogical reasoning.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A learning scheme based on similarity functions for affective common-sense reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Computational Intelligence Techniques for Tactile Sensing Systems.

[BibT_eX]

[DOI]

Sensors, 2014

Semi-supervised machine learning approach for unknown malicious software detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

A high-linearity design for rail-to-rail fully differential current conveyors.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014

A machine learning approach for Twitter spammers detection.

[BibT_eX]

[DOI]

Proceedings of the International Carnahan Conference on Security Technology, 2014

Machine Learning-Based System for Detecting Unseen Malicious Software.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2014

2013

Circular-ELM for the reduced-reference assessment of perceived image quality.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Extreme Learning Machines.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2013

Supporting visual quality assessment with machine learning.

[BibT_eX]

[DOI]

Judith Redi

EURASIP J. Image Video Process., 2013

Embedded implementation of Edwards curve- and extended Jacobi quartic curve-based cryptosystems.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference for Internet Technology and Secured Transactions, 2013

Data intensive review mining for sentiment classification across heterogeneous domains.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Efficient Digital Implementation of Extreme Learning Machines for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2012

2011

Tactile-Data Classification of Contact Materials Using Computational Intelligence.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2011

Efficient approximate Regularized Least Squares by Toeplitz matrix.

[BibT_eX]

[DOI]

Sergio Decherchi

Pattern Recognit. Lett., 2011

Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications.

[BibT_eX]

[DOI]

Intell. Data Anal., 2011

Semantic Oriented Clustering of Documents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Computational intelligence methods for underwater magnetic-based protection systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Using unsupervised analysis to constrain generalization bounds for support vector classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Color Distribution Information for the Reduced-Reference Assessment of Perceived Image Quality.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

SeaLab Advanced Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

2009

Neural projection techniques for the visual inspection of network traffic.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Maximal-discrepancy bounds for regularized classifiers.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Circuit implementation of SVM training.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

How to apply spatial saliency into objective metrics for JPEG compressed images?

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Hybrid Neural Systems for Reduced-Reference Image Quality Assessment.

[BibT_eX]

[DOI]

Judith Redi

Proceedings of the Artificial Neural Networks, 2009

A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence in Security for Information Systems, 2009

2008

Enhanced Montgomery Multiplication on DSP Architectures for Embedded Public-Key Cryptosystems.

[BibT_eX]

[DOI]

Giovanni Parodi

EURASIP J. Embed. Syst., 2008

Co-occurrence Matrixes for the Quality Assessment of Coded Images.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Non-stationary Data Mining: The Network Security Issue.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Hypermetric k-Means Clustering for Content-Based Document Management.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, 2008

2007

Efficient Implementation of SVM Training on Embedded Electronic Systems.

[BibT_eX]

[DOI]

Proceedings of the Applications of Fuzzy Sets Theory, 2007

IDS Based on Bio-inspired Models.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the Computational and Ambient Intelligence, 2007

Intrusion Detection at Packet Level by Unsupervised Architectures.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2006

Prospects of quantum-classical optimization for digital design.

[BibT_eX]

[DOI]

Sandro Ridella

Appl. Math. Comput., 2006

Embedded Electronics Systems for Training Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

Objective quality assessment of displayed images by using neural networks.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2005

Neural networks for the no-reference assessment of perceived quality.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2005

2004

No-reference quality assessment of JPEG images by using CBP neural networks.

[BibT_eX]

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2002

Objective quality assessment of MPEG-2 video streams by using CBP neural networks.

[BibT_eX]

[DOI]

Stefano Rovetta

IEEE Trans. Neural Networks, 2002

Objective assessment of MPEG-2 video quality.

[BibT_eX]

[DOI]

Stefano Rovetta

J. Electronic Imaging, 2002

Hausdorff distance for target detection.

[BibT_eX]

[DOI]