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ORCIDAdvances in Neural Networks 2015
- Simone Bassis, Anna Esposito
, Francesco Carlo Morabito:
Advances in Neural Networks: Computational and Theoretical Issues. Smart Innovation, Systems and Technologies 37, Springer 2015, ISBN 978-3-319-18163-9
Introductory Chapter
- Anna Esposito, Simone Bassis, Francesco Carlo Morabito:
Recent Advances of Neural Networks Models and Applications: An Introduction. 3-8
Models
- Amedeo Buonanno, Francesco A. N. Palmieri:
Simulink Implementation of Belief Propagation in Normal Factor Graphs. 11-20 - Massimo Panella, Luca Liparulo, Andrea Proietti:
Time Series Analysis by Genetic Embedding and Neural Network Regression. 21-29 - Simone Scardapane, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini:
Significance-Based Pruning for Reservoir's Neurons in Echo State Networks. 31-38 - Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Raffaele Parisi, Aurelio Uncini:
Online Selection of Functional Links for Nonlinear System Identification. 39-47 - Alessandro Cristini, Mario Salerno, Gianluca Susi:
A Continuous-Time Spiking Neural Network Paradigm. 49-60 - Stefano Rovetta, Francesco Masulli:
Online Spectral Clustering and the Neural Mechanisms of Concept Formation. 61-72
Pattern Recognition
- Francesco Camastra, Angelo Ciaramella, Alessio Placitelli, Antonino Staiano:
Machine Learning-Based Web Documents Categorization by Semantic Graphs. 75-82 - Anas Belahcen, Monica Bianchini, Franco Scarselli:
Web Spam Detection Using Transductive(Inductive Graph Neural Networks. 83-91 - Hassan Mahmoud, Francesco Masulli, Marina Resta, Stefano Rovetta, Amr Abdullatif:
Hubs and Communities Identification in Dynamical Financial Networks. 93-101 - Emanuel Di Nardo, Lucia Maddalena, Alfredo Petrosino:
Video-Based Access Control by Automatic License Plate Recognition. 103-117
Signal Processing
- Domenico Labate, Fabio La Foresta, Giuseppe Morabito, Isabella Palamara, Francesco Carlo Morabito:
On the Use of Empirical Mode Decomposition (EMD) for Alzheimer's Disease Diagnosis. 121-128 - Domenico Labate, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito:
Effects of Artifacts Rejection on EEG Complexity in Alzheimer's Disease. 129-136 - Luca D'Auria, Antonietta Maria Esposito, Zaccaria Petrillo, Agata Siniscalchi:
Denoising Magnetotelluric Recordings Using Self-Organizing Maps. 137-147 - Raffaele Parisi, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini:
Integration of Audio and Video Clues for Source Localization by a Robotic Head. 149-157 - Elisa Capecci, Francesco Carlo Morabito, Maurizio Campolo, Nadia Mammone, Domenico Labate, Nikola K. Kasabov:
A Feasibility Study of Using the NeuCube Spiking Neural Network Architecture for Modelling Alzheimer's Disease EEG Data. 159-172
Applications
- Francesco Castaldo, Francesco A. N. Palmieri, Carlo S. Regazzoni:
Application of Bayesian Techniques to Behavior Analysis in Maritime Environments. 175-183 - Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Susanna Spinsante, Francesco Piazza:
Domestic Water and Natural Gas Demand Forecasting by Using Heterogeneous Data: A Preliminary Study. 185-194 - Luca Agnello, Carmelo Militello, Cesare Gagliardo, Salvatore Vitabile:
Radial Basis Function Interpolation for Referenceless Thermometry Enhancement. 195-206 - Marta Cardin, Silvio Giove:
A Grid-Based Optimization Algorithm for Parameters Elicitation in WOWA Operators: An Application to Risk Assesment. 207-215 - Giuseppe Vitello, Vincenzo Conti, Salvatore Vitabile, Filippo Sorbello:
An Heuristic Approach for the Training Dataset Selection in Fingerprint Classification Tasks. 217-227 - Luca Farnia, Silvio Giove:
Applications. 229-241 - Nunzio Alberto Borghese, Pier Luca Lanzi, Renato Mainetti, Michele Pirovano, Elif Sürer:
Algorithms Based on Computational Intelligence for Autonomous Physical Rehabilitation at Home. 243-251 - Davide De March, Matteo Borrotti, Luca Sartore, Debora Slanzi, Lorenzo Podestà, Irene Poli:
A Predictive Approach Based on Neural Network Models for Building Automation Systems. 253-262
Emotional Expressions and Daily Cognitive Functions
- Anna Esposito, Davide Palumbo, Alda Troncone:
Effects of Narrative Identities and Attachment Style on the Individual's Ability to Categorize Emotional Voices. 265-272 - Vincenzo Paolo Senese, Augusto Gnisci, Antonio Pace:
Cogito Ergo Gusto: Explicit and Implicit Determinants of the First Tasting Behaviour. 273-282 - Augusto Gnisci, Antonio Pace, Anastasia Palomba:
Coordination between Markers, Repairs and Hand Gestures in Political Interviews. 283-291 - Mauro Maldonato, Silvia Dell'Orco:
Making Decisions under Uncertainty Emotions, Risk and Biases. 293-302 - Evgeniya Hristova, Maurice Grinberg:
Influence of Induced Mood on the Rating of Emotional Valence and Intensity of Facial Expressions. 303-310 - Marcos Faúndez-Zanuy, Antonio Satué-Villar, Jirí Mekyska, Viridiana Arreola, Pilar Sanz, Carles Paul, Luis Guirao, Mateu Serra, Laia Rofes, Pere Clavé, Enric Sesa-Nogueras, Josep Roure:
A Multimodal Approach for Parkinson Disease Analysis. 311-318 - Olimpia Matarazzo, Ivana Baldassarre:
Are Emotions Reliable Predictors of Future Behavior? The Case of Guilt and Other Post-action Emotions. 319-328 - Ivana Baldassarre, Michele Carpentieri, Olimpia Matarazzo:
Negative Mood Effects on Decision Making among Potential Pathological Gamblers and Healthy Individuals. 329-338 - Björn W. Schuller:
Emotional Expressions and Daily Cognitive Functions. 339-346 - Laurence Likforman-Sulem, Anna Esposito, Marcos Faúndez-Zanuy, Stéphan Clémençon:
Extracting Style and Emotion from Handwriting. 347-355
Memristor and Complex Dynamics in Bio-inspired Networks
- Maurizio Fiasché, Marco Taisch:
On the Use of Quantum-inspired Optimization Techniques for Training Spiking Neural Networks: A New Method Proposed. 359-368 - Jacopo Secco, Alessandro Vinassa, Valentina Pontrandolfo, Carlo Baldassi, Fernando Corinto:
Binary Synapse Circuitry for High Efficiency Learning Algorithm Using Generalized Boundary Condition Memristor Models. 369-374 - Carlo Petrarca, Soudeh Yaghouti, Lorenza Corti, Massimiliano de Magistris:
Analogic Realization of a Non-linear Network with Re-configurable Structure as Paradigm for Real Time Analysis of Complex Dynamics. 375-382 - Amedeo Troiano, Eugenio Balzanelli, Eros Pasero, Luca Mesin:
A Memristive System Based on an Electrostatic Loudspeaker. 383-394 - Mattia Frasca, Lucia Valentina Gambuzza, Arturo Buscarino, Luigi Fortuna:
Memristor Based Adaptive Coupling for Synchronization of Two Rössler Systems. 395-400
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