Multidisciplinary approaches to neural computing. ([2018])

• Record Type: Book
• Further Information: Note: Anna Esposito [and 3 others], editors.
• Editors: Esposito, Anna
• Contents: Preface; Organization; SIREN Executive Committee; SIREN International Advisory Committee; Program Committee; Sponsoring Institutions; Contents; Introduction; 1 Redefining Information Processing Through Neural Computing Models; Abstract; 1.1 Introduction; 1.2 Content of This Book; 1.3 Conclusion; References; Algorithms; 2 A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano; Abstract; 2.1 Introduction; 2.2 Seismic Signals at Stromboli Volcano; 2.3 Data Parametrization; 2.4 MLP Technique; 2.5 Results; 2.6 Conclusions; References 3 Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering AlgorithmAbstract; 3.1 Introduction; 3.2 Related Works; 3.3 Patients and Methods; 3.3.1 Patient Dataset Composition; 3.3.2 The Proposed Prostate Segmentation Method; 3.4 Segmentation Results; 3.4.1 Evaluation Metrics and Achieved Experimental Results; 3.5 Conclusions and Future Works; References; 4 Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent'' and "Symmetry-Aware'' White Matter Fiber-Bundles; 4.1 Introduction 5.6 ConclusionsReferences; 6 Effective Blind Source Separation Based on the Adam Algorithm; 6.1 Introduction; 6.2 The Blind Source Separation Problem; 6.3 The Adam Algorithm; 6.4 Modified InfoMax Algorithm; 6.5 Experimental Results; 6.6 Conclusions; References; ANN Applications; 7 Depth-Based Hand Pose Recognizer Using Learning Vector Quantization; 7.1 Introduction; 7.2 The Hand Pose Recognizer; 7.2.1 Segmentation Module; 7.2.2 Feature Extractor; 7.2.3 The Classifier; 7.3 Experimental Results; 7.4 Conclusions; References 8 Correlation Dimension-Based Recognition of Simple Juggling Movements8.1 Introduction; 8.2 Correlation Dimension; 8.3 Juggler's Arm Movement Recognition; 8.3.1 Feature Extraction and Classification Phases; 8.4 Experimental Results; 8.5 Conclusions; References; 9 Cortical Phase Transitions as an Effect of Topology of Neural Network; 9.1 Introduction; 9.2 The Model; 9.2.1 Learning and Pruning Procedures; 9.2.2 Shuffling Procedure; 9.3 Results; 9.4 Conclusion; References; 10 Human Fall Detection by Using an Innovative Floor Acoustic Sensor; 10.1 Introduction; 10.1.1 Related Work
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource, illustrations (some color)
• Subjects: 006.32; Engineering; Neural networks (Computer science); Natural computation; Artificial intelligence; COMPUTERS / Neural Networks; Artificial intelligence; Natural computation; Neural networks (Computer science); Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Mathematical Models of Cognitive Processes and Neural Networks; Signal, Image and Speech Processing; User Interfaces and Human Computer Interaction; Biometrics; Computers -- Intelligence (AI) & Semantics; Mathematics -- Applied; Technology & Engineering -- Electronics -- General; Computers -- User Interfaces; Computers -- Computer Vision & Pattern Recognition; Artificial intelligence; Mathematical modelling; Imaging systems & technology; User interface design & usability; Pattern recognition; Computer science; Biometrics; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783319569048
• Related ISBNs: 331956904X; 9783319569031; 3319569031
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (EBSCO, viewed Sept. 12, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.