Rodolfo Zunino

163 papers B 23C 9Misc 9Journal 68Unranked 52
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hardware-Aware Neural Architecture Search for Encrypted Traffic Classification on Resource-Constrained Devices.
IEEE Trans. Netw. Serv. Manag.
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2025 C conf
Adversarial Robustness of Traffic Classification under Resource Constraints: Input Structure Matters.
ISNCC
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2025 J jnl
Adversarial Robustness of Traffic Classification under Resource Constraints: Input Structure Matters.
CoRR
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2025 J jnl
Efficient Traffic Classification using HW-NAS: Advanced Analysis and Optimization for Cybersecurity on Resource-Constrained Devices.
CoRR
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2025 C conf
Energy-Efficient Deep Learning for Traffic Classification on Microcontrollers.
ISCC
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2025 J jnl
Energy-Efficient Deep Learning for Traffic Classification on Microcontrollers.
CoRR
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2025 J jnl
Intrusion Detection on Resource-Constrained IoT Devices with Hardware-Aware ML and DL.
CoRR
Ali Diab, Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Amer Baghdadi, Mostafa Rizk
2025 J jnl
Tiny Neural Networks for Session-Level Traffic Classification.
CoRR
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2024 J jnl
Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection.
IEEE Internet Things J.
Edoardo Ragusa, Federica Zonzini, Luca De Marchi, Rodolfo Zunino
2024 J jnl
Design and Implementation of Tiny Deep Neural Networks for Landing Pad Detection on UAVs.
IEEE Access
Edoardo Ragusa, Tommaso Taccioli, Alessio Canepa, Rodolfo Zunino, Paolo Gastaldo
2024 — conf
Tiny Neural Networks for Session-Level Traffic Classification.
ApplePies
Adel Chehade, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2023 J jnl
An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices.
Neural Comput. Appl.
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2023 — conf
Lightweight Neural Networks for Affordance Segmentation: Enhancement of the Decoder Module.
ApplePies
Simone Lugani, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
2022 — conf
A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication.
ICECS 2022
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Maurizio Valle, Paolo Gastaldo
2022 — conf
Affordance Segmentation Using RGB-D Sensors for Application in Portable Embedded Systems.
ApplePies
Edoardo Ragusa, Matteo Pastorino Ghezzi, Rodolfo Zunino, Paolo Gastaldo
2022 J jnl
Design and Deployment of an Image Polarity Detector with Visual Attention.
Cogn. Comput.
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2022 — conf
Detection-based video surveillance using Deep Neural Networks on STM32 microcontroller.
ICECS 2022
Alessio Canepa, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
2022 — conf
Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels.
SYSINT
Edoardo Ragusa, Valentina Mastronardi, Deborah Pedone, Mauro Moglianetti, Pier Paolo Pompa, Rodolfo Zunino, Paolo Gastaldo
2021 — conf
1-D Convolutional Neural Networks for Touch Modalities Classification.
ICECS
Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Maurizio Valle
2021 — conf
A pose-based hand image classification method retrainable on embedded target devices.
ICECS
Alessio Canepa, Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
2021 — conf
Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication.
AICAS
Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
2021 J jnl
Random-based networks with dropout for embedded systems.
Neural Comput. Appl.
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2021 J jnl
T-RexNet - A Hardware-Aware Neural Network for Real-Time Detection of Small Moving Objects.
Sensors
Alessio Canepa, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
2020 J jnl
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices.
Neural Process. Lett.
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020 B conf
An hardware-aware image polarity detector enhanced with visual attention.
IJCNN
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020 J jnl
Balancing computational complexity and generalization ability: A novel design for ELM.
Neurocomputing
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
2020 J jnl
Image Polarity Detection on Resource-Constrained Devices.
IEEE Intell. Syst.
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2020 — conf
Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization.
AICAS
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2019 — ch.
A Comprehensive Framework for the Security Risk Management of Cyber-Physical Systems.
Resilience of Cyber-Physical Systems
Hassan Mokalled, Concetta Pragliola, Daniele Debertol, Ermete Meda, Rodolfo Zunino
2019 — conf
A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function.
ICECS
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2019 J jnl
Cognitive Insights into Sentic Spaces Using Principal Paths.
Cogn. Comput.
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Marco Jacopo Ferrarotti, Walter Rocchia, Sergio Decherchi
2019 — conf
Data-Driven Video Grasping Classification for Low-Power Embedded System.
ICECS
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
2019 — conf
Fast Transfer Learning for Image Polarity Detection.
INNSBDDL
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
2019 J jnl
Learning with Similarity Functions: a Tensor-Based Framework.
Cogn. Comput.
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
2019 C conf
The Applicability of a SIEM Solution: Requirements and Evaluation.
WETICE
Hassan Mokalled, Rosario Catelli, Valentina Casola, Daniele Debertol, Ermete Meda, Rodolfo Zunino
2018 J jnl
A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices.
IEEE Trans. Circuits Syst. II Express Briefs
Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
2018 J jnl
Bayesian network based extreme learning machine for subjectivity detection.
J. Frankl. Inst.
Iti Chaturvedi, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
2018 — conf
Text-Image Sentiment Analysis.
CICLing (2)
Qian Chen, Edoardo Ragusa, Iti Chaturvedi, Erik Cambria, Rodolfo Zunino
2017 J jnl
Learning with similarity functions: A novel design for the extreme learning machine.
Neurocomputing
Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino
2016 J jnl
Inductive bias for semi-supervised extreme learning machine.
Neurocomputing
Federica Bisio, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2016 J jnl
SIM-ELM: Connecting the ELM model with similarity-function learning.
Neural Networks
Paolo Gastaldo, Federica Bisio, Sergio Decherchi, Rodolfo Zunino
2016 — ch.
Sentiment-Oriented Information Retrieval: Affective Analysis of Documents Based on the SenticNet Framework.
Sentiment Analysis and Ontology Engineering
Federica Bisio, Claudia Meda, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
2016 B conf
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling.
ASONAM
Claudia Meda, Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Augusto Ottaviano, Eugenio Scillia, Roberto Surlinelli
2015 B conf
A learning scheme based on similarity functions for affective common-sense reasoning.
IJCNN
Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
2015 J jnl
A tensor-based approach to touch modality classification by using machine learning.
Robotics Auton. Syst.
Paolo Gastaldo, Luigi Pinna, Lucia Seminara, Maurizio Valle, Rodolfo Zunino
2015 J jnl
An ELM-based model for affective analogical reasoning.
Neurocomputing
Erik Cambria, Paolo Gastaldo, Federica Bisio, Rodolfo Zunino
2015 B conf
Real-time monitoring of Twitter traffic by using semantic networks.
ASONAM
Federica Bisio, Claudia Meda, Rodolfo Zunino, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano
2014 — conf
A high-linearity design for rail-to-rail fully differential current conveyors.
ICECS
Stefano Caviglia, Paolo Gastaldo, Rodolfo Zunino, Daniele D. Caviglia
2014 — conf
A machine learning approach for Twitter spammers detection.
ICCST
Claudia Meda, Federica Bisio, Paolo Gastaldo, Rodolfo Zunino
2014 J jnl
Computational Intelligence Techniques for Tactile Sensing Systems.
Sensors
Paolo Gastaldo, Luigi Pinna, Lucia Seminara, Maurizio Valle, Rodolfo Zunino
2014 — conf
Machine Learning-Based System for Detecting Unseen Malicious Software.
ApplePies
Federica Bisio, Paolo Gastaldo, Claudia Meda, Stefano Nasta, Rodolfo Zunino
2014 C conf
Semi-supervised machine learning approach for unknown malicious software detection.
INISTA
Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi
2013 B conf
An analyst-adaptive approach to focused crawlers.
ASONAM
Rodolfo Zunino, Federica Bisio, Chiara Peretti, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano, Fabio Sangiacomo
2013 J jnl
Circular-ELM for the reduced-reference assessment of perceived image quality.
Neurocomputing
Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria, Judith Redi
2013 B conf
Data intensive review mining for sentiment classification across heterogeneous domains.
ASONAM
Federica Bisio, Paolo Gastaldo, Chiara Peretti, Rodolfo Zunino, Erik Cambria
2013 — conf
Embedded implementation of Edwards curve- and extended Jacobi quartic curve-based cryptosystems.
ICITST
Chiara Peretti, Paolo Gastaldo, Marco Stramezzi, Rodolfo Zunino
2013 J jnl
Extreme Learning Machines.
IEEE Intell. Syst.
Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu
2013 J jnl
Supporting visual quality assessment with machine learning.
EURASIP J. Image Video Process.
Paolo Gastaldo, Rodolfo Zunino, Judith Redi
2012 J jnl
Efficient Digital Implementation of Extreme Learning Machines for Classification.
IEEE Trans. Circuits Syst. II Express Briefs
Sergio Decherchi, Paolo Gastaldo, Alessio Leoncini, Rodolfo Zunino
2011 B conf
Computational intelligence methods for underwater magnetic-based protection systems.
IJCNN
Sergio Decherchi, Davide Leoncini, Paolo Gastaldo, Rodolfo Zunino, Osvaldo Faggioni, Maurizio Soldani
2011 J jnl
Efficient approximate Regularized Least Squares by Toeplitz matrix.
Pattern Recognit. Lett.
Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2011 J jnl
Efficient neural-network-based no-reference approach to an overall quality metric for JPEG and JPEG2000 compressed images.
J. Electronic Imaging
Hantao Liu, Judith Redi, Hani Alers, Rodolfo Zunino, Ingrid Heynderickx
2011 — conf
Interactions of visual attention and quality perception.
Human Vision and Electronic Imaging
Judith Redi, Hantao Liu, Rodolfo Zunino, Ingrid Heynderickx
2011 J jnl
Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications.
Intell. Data Anal.
Sergio Decherchi, Paolo Gastaldo, Fabio Sangiacomo, Alessio Leoncini, Rodolfo Zunino
2011 — conf
Semantic Models for Style-Based Text Clustering.
ICSC
Alessio Leoncini, Fabio Sangiacomo, Chiara Peretti, Sonia Argentesi, Rodolfo Zunino, Erik Cambria
2011 — conf
Semantic Oriented Clustering of Documents.
ISNN (3)
Alessio Leoncini, Fabio Sangiacomo, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2011 J jnl
Tactile-Data Classification of Contact Materials Using Computational Intelligence.
IEEE Trans. Robotics
Sergio Decherchi, Paolo Gastaldo, Ravinder S. Dahiya, Maurizio Valle, Rodolfo Zunino
2010 J jnl
A Web-Based Laboratory for Digital Signal Processing.
Int. J. Online Eng.
Paolo Buschiazzo, Davide Leoncini, Rodolfo Zunino, Anna Marina Scapolla
2010 J jnl
Color Distribution Information for the Reduced-Reference Assessment of Perceived Image Quality.
IEEE Trans. Circuits Syst. Video Technol.
Judith Redi, Paolo Gastaldo, Ingrid Heynderickx, Rodolfo Zunino
2010 — conf
No-reference image quality assessment based on localized gradient statistics: application to JPEG and JPEG2000.
Human Vision and Electronic Imaging
Hantao Liu, Judith Redi, Hani Alers, Rodolfo Zunino, Ingrid Heynderickx
2010 — conf
SeaLab Advanced Information Retrieval.
ICSC
Fabio Sangiacomo, Alessio Leoncini, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2010 J jnl
Using unsupervised analysis to constrain generalization bounds for support vector classifiers.
IEEE Trans. Neural Networks
Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita
2009 Misc conf
A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection.
CISIS
Davide Leoncini, Sergio Decherchi, Osvaldo Faggioni, Paolo Gastaldo, Maurizio Soldani, Rodolfo Zunino
2009 B conf
Circuit implementation of SVM training.
IJCNN
Sergio Decherchi, Paolo Gastaldo, Mauro Parodi, Rodolfo Zunino
2009 Misc ed.
Computational Intelligence in Security for Information Systems - CISIS'09, 2nd International Workshop, Burgos, Spain, 23-26 September 2009 Proceedings
CISIS
Álvaro Herrero, Paolo Gastaldo, Rodolfo Zunino, Emilio Corchado
2009 B conf
How to apply spatial saliency into objective metrics for JPEG compressed images?
ICIP
Judith Redi, Hantao Liu, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx
2009 — conf
Hybrid Neural Systems for Reduced-Reference Image Quality Assessment.
ICANN (2)
Judith Redi, Paolo Gastaldo, Rodolfo Zunino
2009 B conf
Maximal-discrepancy bounds for regularized classifiers.
IJCNN
Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
2009 J jnl
Neural projection techniques for the visual inspection of network traffic.
Neurocomputing
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino
2009 Misc ed.
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, CISIS'08, Genova, Italy, October 23-24, 2008
CISIS
Emilio Corchado, Rodolfo Zunino, Paolo Gastaldo, Álvaro Herrero
2009 Misc conf
Text Clustering for Digital Forensics Analysis.
CISIS
Sergio Decherchi, Simone Tacconi, Judith Redi, Alessio Leoncini, Fabio Sangiacomo, Rodolfo Zunino
2008 — conf
Co-occurrence Matrixes for the Quality Assessment of Coded Images.
ICANN (1)
Judith Redi, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx
2008 J jnl
Enhanced Montgomery Multiplication on DSP Architectures for Embedded Public-Key Cryptosystems.
EURASIP J. Embed. Syst.
Paolo Gastaldo, Giovanni Parodi, Rodolfo Zunino
2008 Misc conf
Hypermetric k-Means Clustering for Content-Based Document Management.
CISIS
Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
2008 — conf
Non-stationary Data Mining: The Network Security Issue.
ICANN (2)
Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
2007 Misc conf
A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems.
IWANN
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino
2007 — conf
Efficient Implementation of SVM Training on Embedded Electronic Systems.
WILF
Paolo Gastaldo, Giovanni Parodi, Sergio Decherchi, Rodolfo Zunino
2007 — conf
IDS Based on Bio-inspired Models.
KES (2)
Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, Álvaro Herrero, Emilio Corchado, José Manuel Sáiz
2007 C conf
Intrusion Detection at Packet Level by Unsupervised Architectures.
IDEAL
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino
2007 — conf
No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks.
ICANN (2)
Paolo Gastaldo, Giovanni Parodi, Judith Redi, Rodolfo Zunino
2006 B conf
Embedded Electronics Systems for Training Support Vector Machines.
IJCNN
Sergio Decherchi, Giovanni Parodi, Paolo Gastaldo, Rodolfo Zunino
2006 J jnl
Prospects of quantum-classical optimization for digital design.
Appl. Math. Comput.
Paolo Gastaldo, Sandro Ridella, Rodolfo Zunino
2005 B conf
Analog current-mode design for soft-max computation.
IJCNN
Davide Piombo, Rodolfo Zunino
2005 B conf
Analog current-mode design for soft-max computation.
IJCNN
Davide Piombo, Rodolfo Zunino
2005 B conf
DSP-based neural systems for the perceptual assessment of visual quality.
IJCNN
Paolo Gastaldo, Giovanni Parodi, Rodolfo Zunino
2005 J jnl
Neural networks for the no-reference assessment of perceived quality.
J. Electronic Imaging
Paolo Gastaldo, Rodolfo Zunino
2005 J jnl
Objective quality assessment of displayed images by using neural networks.
Signal Process. Image Commun.
Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario
2004 — conf
No-reference quality assessment of JPEG images by using CBP neural networks.
ISCAS (5)
Paolo Gastaldo, Rodolfo Zunino
2004 B conf
Unsupervised clustering and the capacity of support vector machines.
IJCNN
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
2004 J jnl
Using K-Winner Machines for domain analysis.
Neurocomputing
Sandro Ridella, Rodolfo Zunino
2004 B conf
Vector quantization complexity and quantum computing.
IJCNN
Paolo Gastaldo, Sandro Ridella, Rodolfo Zunino
2003 B conf
A model-selection approach to the VLSI design of vector quantizers.
IJCNN
Massimiliano Bracco, Sandro Ridella, Rodolfo Zunino
2003 B conf
CBP neural network for objective assessment of image quality.
IJCNN
Paolo Gastaldo, Rodolfo Zunino, Elena Vicario, Ingrid Heynderickx
2003 J jnl
Digital implementation of hierarchical vector quantization.
IEEE Trans. Neural Networks
Massimiliano Bracco, Sandro Ridella, Rodolfo Zunino
2003 J jnl
Hyperparameter design criteria for support vector classifiers.
Neurocomputing
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
2003 J jnl
Quantum optimization for training support vector machines.
Neural Networks
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
2003 B conf
Training support vector machines: a quantum-computing perspective.
IJCNN
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
2002 C conf
Automatic Hyperparameter Tuning for Support Vector Machines.
ICANN
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
2002 C conf
Circular Back-Propagation Networks for Measuring Displayed Image Quality.
ICANN
Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario
2002 — conf
Hausdorff distance for target detection.
ISCAS (5)
Paolo Gastaldo, Rodolfo Zunino
2002 — conf
Image quality assessment by using neural networks.
ISCAS (5)
P. Carrai, Ingrid Heynderickx, Paolo Gastaldo, Rodolfo Zunino
2002 J jnl
Objective assessment of MPEG-2 video quality.
J. Electronic Imaging
Paolo Gastaldo, Rodolfo Zunino, Stefano Rovetta
2002 J jnl
Objective quality assessment of MPEG-2 video streams by using CBP neural networks.
IEEE Trans. Neural Networks
Paolo Gastaldo, Stefano Rovetta, Rodolfo Zunino
2001 J jnl
Empirical measure of multiclass generalization performance: the K-winner machine case.
IEEE Trans. Neural Networks
Sandro Ridella, Rodolfo Zunino
2001 J jnl
K-winner machines for pattern classification.
IEEE Trans. Neural Networks
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
2000 C conf
Augmenting vector quantization with interval arithmetics for image-coding applications.
ISCAS
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
2000 — conf
The K-Winner Machine Model.
IJCNN (1)
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
2000 J jnl
Vector quantization for license-plate location and image coding.
IEEE Trans. Ind. Electron.
Rodolfo Zunino, Stefano Rovetta
1999 J jnl
A multiprocessor-oriented visual tracking system.
IEEE Trans. Ind. Electron.
Stefano Rovetta, Rodolfo Zunino
1999 — conf
Analog vector quantization chip for flexible video compression systems.
ISCAS (4)
Stefano Rovetta, Rodolfo Zunino
1999 J jnl
Circular backpropagation networks embed vector quantization.
IEEE Trans. Neural Networks
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1999 Misc conf
Flexible video compression systems using an analog vector quantization chip.
ICASSP
Stefano Rovetta, Rodolfo Zunino
1999 Misc conf
License-plate localization by using vector quantization.
ICASSP
Stefano Rovetta, Rodolfo Zunino
1999 J jnl
Representation and generalization properties of class-entropy networks.
IEEE Trans. Neural Networks
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1999 — conf
VLSI circuits with fractal layout for spatial image decorrelation.
ISCAS (4)
Stefano Rovetta, Rodolfo Zunino
1999 — conf
Visual location of license plates by vector quantization.
ISCAS (4)
Rodolfo Zunino, Stefano Rovetta
1998 J jnl
An Image-Recognition System Implemented on Hierarchical Parallel Architectures.
Int. J. Pattern Recognit. Artif. Intell.
Fabio Ancona, Stefano Rovetta, Rodolfo Zunino
1998 J jnl
Hypercube structures with high-connectivity supporting nodes.
J. Syst. Archit.
Fabio Ancona, Rodolfo Zunino
1998 J jnl
Plastic Algorithm for Adaptive Vector Quantisation.
Neural Comput. Appl.
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1997 — conf
BP networks for partial discharge analysis and dielectric classification.
ICNN
Riccardo Bozzo, Luca Sciutto, Rodolfo Zunino
1997 — conf
CBP networks as a generalized neural model.
ICNN
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1997 J jnl
Circular backpropagation networks for classification.
IEEE Trans. Neural Networks
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1997 — conf
Hardware implementation of the neural gas.
ICNN
Fabio Ancona, Stefano Rovetta, Rodolfo Zunino
1997 — conf
High performance in tree-based parallel architectures.
EUROMICRO
Fabio Ancona, Stefano Rovetta, Rodolfo Zunino
1997 J jnl
Implementing Probabilistic Neural Networks.
Neural Comput. Appl.
Fabio Ancona, Anna Maria Colla, Stefano Rovetta, Rodolfo Zunino
1997 — conf
On the importance of sorting in "neural gas" training of vector quantizers.
ICNN
Fabio Ancona, Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1997 — conf
Optimal data allocation for processor-tree architectures.
EUROMICRO
Fabio Ancona, Rodolfo Zunino
1997 — conf
Parallel VLSI Architectures for Cryptographic Systems.
Great Lakes Symposium on VLSI
Fabio Ancona, Alessandro De Gloria, Rodolfo Zunino
1997 — conf
Parallel architectures for vector quantization.
ICNN
Fabio Ancona, Stefano Rovetta, Rodolfo Zunino
1997 J jnl
Transputer-Based Implementation of Distributed Associative Memories.
Parallel Comput.
Fabio Ancona, Stefano Rovetta, Rodolfo Zunino
1997 — conf
VLSI Architectures for Programmable Sorting of Analog Quantities with Multiple-Chip Support.
Great Lakes Symposium on VLSI
Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, Rodolfo Zunino
1996 — conf
A parallel approach to plastic neural gas.
ICNN
Fabio Ancona, Stefano Rovetta, Rodolfo Zunino
1996 — conf
A vector quantization circuit for trainable neural networks.
ICECS
Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, Rodolfo Zunino
1996 — conf
Limiting the effects of weight errors in feedforward networks using interval arithmetic.
ICNN
Davide Anguita, Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1996 — conf
Sensor integration in associative visual structures.
EUSIPCO
Fabio Ancona, Giancarlo Parodi, Rodolfo Zunino
1995 J jnl
Adaptive Internal Representation in Circular Back-Propagation Networks.
Neural Comput. Appl.
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1995 — conf
Learning in large neural networks.
HPCN Europe
Davide Anguita, Filippo Passaggio, Rodolfo Zunino
1995 B conf
Learning the appropriate representation paradigm by circular processing units.
ESANN
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
1995 J jnl
Neural structures for visual motion tracking.
Mach. Vis. Appl.
Davide Anguita, Giancarlo Parodi, Rodolfo Zunino
1995 B conf
Prototyping Neural Networks Learn Lyme Borreliosis.
CBMS
Stefano Rovetta, Rodolfo Zunino, Laura Buffrini, Guido Rovetta
1995 B conf
Validation of a Large Medical Database.
CBMS
Guido Rovetta, Patrizia Monteforte, Gerolamo Bianchi, Stefano Rovetta, Rodolfo Zunino
1994 J jnl
An efficient implementation of BP on RISC-based workstations.
Neurocomputing
Davide Anguita, Giancarlo Parodi, Rodolfo Zunino
1994 J jnl
Associative structures for vision.
Multidimens. Syst. Signal Process.
Davide Anguita, Giancarlo Parodi, Rodolfo Zunino
1994 J jnl
Class-Entropy Minimisation Networks for Domain Analysis and Rule Extraction.
Neural Comput. Appl.
Sandro Ridella, Gian Luca Speroni, Paolo Trebino, Rodolfo Zunino
1994 B conf
Neural approaches to the diagnosis and characterization of the Lyme disease.
CBMS
Gerolamo Bianchi, Laura Buffrini, Patrizia Monteforte, Guido Rovetta, Stefano Rovetta, Rodolfo Zunino
1993 J jnl
A performance analysis of an associative system for image classification.
Pattern Recognit. Lett.
Alberto Diaspro, Giancarlo Parodi, Rodolfo Zunino
1993 J jnl
Parallel Implementation of Associative Memories for Image Classification.
Parallel Comput.
Fabrizio Pagano, Giancarlo Parodi, Rodolfo Zunino
1993 — conf
Pruning and rule extraction using class entropy.
ICNN
Sandro Ridella, Gian Luca Speroni, Paolo Trebino, Rodolfo Zunino
1993 J jnl
Using chaos to generate keys for associative noise-like coding memories.
Neural Networks
Giancarlo Parodi, Sandro Ridella, Rodolfo Zunino
1992 J jnl
On the need for integrated approaches to image understanding.
Eur. Trans. Telecommun.
Carlo Moneta, Gianni Vernazza, Rodolfo Zunino
1991 — conf
Transputer-based architectures for associative image classification.
SPDP
Davide Anguita, Giancarlo Parodi, Domenico Ponta, Rodolfo Zunino
1990 Misc conf
Map-Driven Image Interpretation by Associative Model Indexing.
MVA
Gian Luca Foresti, Vittorio Murino, Carlo S. Regazzoni, Rodolfo Zunino
1989 C conf
Integration of Territorial Maps in the Vision System of an Autonomous Land Vehicle.
IAS
Paolo Merialdo, Pier Carlo Pecollo, Carlo S. Regazzoni, Gianni Vernazza, Rodolfo Zunino