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Advances 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
Recent Advances of Neural Networks Models and Applications: An Introduction. 3-8
Models
- Amedeo Buonanno
Simulink Implementation of Belief Propagation in Normal Factor Graphs. 11-20 - Massimo Panella
Time Series Analysis by Genetic Embedding and Neural Network Regression. 21-29 - Simone Scardapane
Significance-Based Pruning for Reservoir's Neurons in Echo State Networks. 31-38 - Danilo Comminiello
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
Online Spectral Clustering and the Neural Mechanisms of Concept Formation. 61-72
Pattern Recognition
- Francesco Camastra
Machine Learning-Based Web Documents Categorization by Semantic Graphs. 75-82 - Anas Belahcen, Monica Bianchini
Web Spam Detection Using Transductive(Inductive Graph Neural Networks. 83-91 - Hassan Mahmoud
Hubs and Communities Identification in Dynamical Financial Networks. 93-101 - Emanuel Di Nardo
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
Denoising Magnetotelluric Recordings Using Self-Organizing Maps. 137-147 - Raffaele Parisi, Danilo Comminiello
Integration of Audio and Video Clues for Source Localization by a Robotic Head. 149-157 - Elisa Capecci
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
Application of Bayesian Techniques to Behavior Analysis in Maritime Environments. 175-183 - Marco Fagiani
Domestic Water and Natural Gas Demand Forecasting by Using Heterogeneous Data: A Preliminary Study. 185-194 - Luca Agnello, Carmelo Militello
Radial Basis Function Interpolation for Referenceless Thermometry Enhancement. 195-206 - Marta Cardin
A Grid-Based Optimization Algorithm for Parameters Elicitation in WOWA Operators: An Application to Risk Assesment. 207-215 - Giuseppe Vitello, Vincenzo Conti, Salvatore Vitabile
An Heuristic Approach for the Training Dataset Selection in Fingerprint Classification Tasks. 217-227 - Luca Farnia
Applications. 229-241 - Nunzio Alberto Borghese, Pier Luca Lanzi, Renato Mainetti
Algorithms Based on Computational Intelligence for Autonomous Physical Rehabilitation at Home. 243-251 - Davide De March, Matteo Borrotti, Luca Sartore, Debora Slanzi
A Predictive Approach Based on Neural Network Models for Building Automation Systems. 253-262
Emotional Expressions and Daily Cognitive Functions
- Anna Esposito
Effects of Narrative Identities and Attachment Style on the Individual's Ability to Categorize Emotional Voices. 265-272 - Vincenzo Paolo Senese, Augusto Gnisci
Cogito Ergo Gusto: Explicit and Implicit Determinants of the First Tasting Behaviour. 273-282 - Augusto Gnisci
Coordination between Markers, Repairs and Hand Gestures in Political Interviews. 283-291 - Mauro Maldonato
Making Decisions under Uncertainty Emotions, Risk and Biases. 293-302 - Evgeniya Hristova
Influence of Induced Mood on the Rating of Emotional Valence and Intensity of Facial Expressions. 303-310 - Marcos Faúndez-Zanuy
A Multimodal Approach for Parkinson Disease Analysis. 311-318 - Olimpia Matarazzo
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
Extracting Style and Emotion from Handwriting. 347-355
Memristor and Complex Dynamics in Bio-inspired Networks
- Maurizio Fiasché
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
Binary Synapse Circuitry for High Efficiency Learning Algorithm Using Generalized Boundary Condition Memristor Models. 369-374 - Carlo Petrarca
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
A Memristive System Based on an Electrostatic Loudspeaker. 383-394 - Mattia Frasca
Memristor Based Adaptive Coupling for Synchronization of Two Rössler Systems. 395-400
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