Multidisciplinary Approaches to Neural Computing

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Esposito, Anna (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Faudez-Zanuy, Marcos (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Morabito, Francesco Carlo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Pasero, Eros (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Smart Innovation, Systems and Technologies, 69
• Θέματα: Computational intelligence.; Artificial intelligence.; Neural networks (Computer science) .; Signal processing.; Image processing.; Speech processing systems.; User interfaces (Computer systems).; Biometrics (Biology).; Computational Intelligence.; Artificial Intelligence.; Mathematical Models of Cognitive Processes and Neural Networks.; Signal, Image and Speech Processing.; User Interfaces and Human Computer Interaction.; Biometrics.

This book presents a collection of contributions in the field of Artificial Neural Networks (ANNs). The themes addressed are multidisciplinary in nature, and closely connected in their ultimate aim to identify features from dynamic realistic signal exchanges and invariant machine representations tha...

Πίνακας περιεχομένων:

• Redefining Information Processing Through Neural Computing Models
• A Neural Approach for Hybrid Events Discrimination at Stomboli Volcano
• Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm
• Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent'' and "Symmetry-Aware'' White Matter Fiber-Bundles
• Accurate Computation of Drude-Lorentz Model Coefficients of Single Negative Magnetic Metamaterials Using a Micro-Genetic Algorithm Approach
• Effective Blind Source Separation Based on the Adam Algorithm
• Depth-based Hand Pose Recognizer Using Learning Vector Quantization
• Correlation Dimension-Based Recognition of Simple Juggling Movements
• Cortical Phase Transitions as an Effect of Topology of Neural Network
• Fall Detection by Using an Innovative Floor Acoustic Sensor
• An improved Hilbert-Huang Transform for Non-Linear and Time-Variant Signals
• Privacy-preserving Data Mining for Distributed Medical Scenarios
• Rule Base Reduction Using Conflicting and Reinforcement Measures
• An Application of Internet Traffic Prediction with Deep Neural Network
• Growing Curvilinear Component Analysis (GCCA) for Dimensionality Reduction of Nonstationary Data
• Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment
• A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context
• Advanced Neural Networks Systems for Unbalanced Industrial Datasets
• Quantum-Inspired Evolutionary Multiobjective Optimization for a Dynamic Production Scheduling Approach
• A Neural Network-Based Approach for Steam Turbine Monitoring
• A Predictive Model of Artificial Neural Network for Fuel Consumption in Engine Control System
• SOM-Based Analysis to Relate Non-Uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions
• Vision-Based Mapping and Micro-Localization of Industrial Components in the Fields of Laser Technology
• When Intuitive Decisions Making, Based on Expertise, May Deliver Better Results than a Rational, Deliberate Approach
• Artificial Entities or Moral Agents? How AI is Changing Human Evolution.