Rodolfo Zunino

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

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

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

1-D Convolutional Neural Networks for Touch Modalities Classification.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Electronics, 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

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

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

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

The Applicability of a SIEM Solution: Requirements and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 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

A Comprehensive Framework for the Security Risk Management of Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the Resilience of Cyber-Physical Systems, 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

Text-Image Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

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

Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 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

Real-time monitoring of Twitter traffic by using semantic networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 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

An analyst-adaptive approach to focused crawlers.

[BibT_eX]

[DOI]

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

Efficient neural-network-based no-reference approach to an overall quality metric for JPEG and JPEG2000 compressed images.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2011

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

[BibT_eX]

[DOI]

Intell. Data Anal., 2011

Semantic Models for Style-Based Text Clustering.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 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

Interactions of visual attention and quality perception.

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging XVI, 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

A Web-Based Laboratory for Digital Signal Processing.

[BibT_eX]

[DOI]

Int. J. Online Eng., 2010

SeaLab Advanced Information Retrieval.

[BibT_eX]

[DOI]

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

No-reference image quality assessment based on localized gradient statistics: application to JPEG and JPEG2000.

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging XV, 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

Text Clustering for Digital Forensics Analysis.

[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]

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

Using K-Winner Machines for domain analysis.

[BibT_eX]

[DOI]

Neurocomputing, 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

2003

Digital implementation of hierarchical vector quantization.

[BibT_eX]

[DOI]

Massimiliano Bracco

IEEE Trans. Neural Networks, 2003

Quantum optimization for training support vector machines.

[BibT_eX]

[DOI]

Neural Networks, 2003

Hyperparameter design criteria for support vector classifiers.

[BibT_eX]

[DOI]

Neurocomputing, 2003

2002

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2002

Objective assessment of MPEG-2 video quality.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2002

Hausdorff distance for target detection.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Image quality assessment by using neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Circular Back-Propagation Networks for Measuring Displayed Image Quality.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

Automatic Hyperparameter Tuning for Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

Empirical measure of multiclass generalization performance: the K-winner machine case.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

K-winner machines for pattern classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

2000

Vector quantization for license-plate location and image coding.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2000

Augmenting vector quantization with interval arithmetics for image-coding applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

The K-Winner Machine Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Circular backpropagation networks embed vector quantization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

Representation and generalization properties of class-entropy networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

A multiprocessor-oriented visual tracking system.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 1999

Visual location of license plates by vector quantization.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

Analog vector quantization chip for flexible video compression systems.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

VLSI circuits with fractal layout for spatial image decorrelation.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

Flexible video compression systems using an analog vector quantization chip.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

License-plate localization by using vector quantization.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Plastic Algorithm for Adaptive Vector Quantisation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 1998

Hypercube structures with high-connectivity supporting nodes.

[BibT_eX]

[DOI]

J. Syst. Archit., 1998

An Image-Recognition System Implemented on Hierarchical Parallel Architectures.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 1998

1997

Circular backpropagation networks for classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

Transputer-Based Implementation of Distributed Associative Memories.

[BibT_eX]

[DOI]

Parallel Comput., 1997

Implementing Probabilistic Neural Networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 1997

CBP networks as a generalized neural model.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

BP networks for partial discharge analysis and dielectric classification.

[BibT_eX]

[DOI]

Riccardo Bozzo

Luca Sciutto

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Hardware implementation of the neural gas.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Parallel architectures for vector quantization.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

On the importance of sorting in "neural gas" training of vector quantizers.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

VLSI Architectures for Programmable Sorting of Analog Quantities with Multiple-Chip Support.

[BibT_eX]

[DOI]

Proceedings of the 7th Great Lakes Symposium on VLSI (GLS-VLSI '97), 1997

Parallel VLSI Architectures for Cryptographic Systems.

[BibT_eX]

[DOI]

Alessandro De Gloria

Proceedings of the 7th Great Lakes Symposium on VLSI (GLS-VLSI '97), 1997

Optimal data allocation for processor-tree architectures.

[BibT_eX]

[DOI]

Proceedings of the 23rd EUROMICRO Conference '97, 1997

High performance in tree-based parallel architectures.

[BibT_eX]

[DOI]

Proceedings of the 23rd EUROMICRO Conference '97, 1997

1996

Limiting the effects of weight errors in feedforward networks using interval arithmetic.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A parallel approach to plastic neural gas.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A vector quantization circuit for trainable neural networks.

[BibT_eX]

[DOI]

Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

Sensor integration in associative visual structures.

[BibT_eX]

[DOI]

Proceedings of the 8th European Signal Processing Conference, 1996

1995

Adaptive Internal Representation in Circular Back-Propagation Networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 1995

Neural structures for visual motion tracking.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 1995

Learning in large neural networks.

[BibT_eX]

[DOI]

Filippo Passaggio

Proceedings of the High-Performance Computing and Networking, 1995

Learning the appropriate representation paradigm by circular processing units.

[BibT_eX]

[DOI]

Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995

Prototyping Neural Networks Learn Lyme Borreliosis.

[BibT_eX]

[DOI]

Proceedings of the Eighth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'95), 1995

Validation of a Large Medical Database.

[BibT_eX]

[DOI]

Proceedings of the Eighth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'95), 1995

1994

Class-Entropy Minimisation Networks for Domain Analysis and Rule Extraction.

[BibT_eX]

[DOI]

Neural Comput. Appl., 1994

Associative structures for vision.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 1994

An efficient implementation of BP on RISC-based workstations.

[BibT_eX]

[DOI]

Neurocomputing, 1994

Neural approaches to the diagnosis and characterization of the Lyme disease.

[BibT_eX]

[DOI]

Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994

1993

A performance analysis of an associative system for image classification.

[BibT_eX]

[DOI]

Alberto Diaspro

Pattern Recognit. Lett., 1993

Parallel Implementation of Associative Memories for Image Classification.

[BibT_eX]

[DOI]

Fabrizio Pagano

Parallel Comput., 1993

Using chaos to generate keys for associative noise-like coding memories.

[BibT_eX]

[DOI]

Neural Networks, 1993

Pruning and rule extraction using class entropy.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992

On the need for integrated approaches to image understanding.

[BibT_eX]

[DOI]

Carlo Moneta

Gianni Vernazza