Neural Nets [[electronic resource] ] : 13th Italian Workshop on Neural Nets, WIRN VIETRI 2002, Vietri sul Mare, Italy, May 30-June 1, 2002. Revised Papers / / edited by Maria Marinaro, Roberto Tagliaferri

• Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2002
• Edizione: 1st ed. 2002.
• Descrizione fisica: 1 online resource (IX, 252 p.)
• Disciplina: 006.32
• Soggetto topico: Artificial intelligence; Optical data processing; Computer programming; Computers; Logic design; Microprocessors; Artificial Intelligence; Image Processing and Computer Vision; Programming Techniques; Computation by Abstract Devices; Logic Design; Processor Architectures
• Persona (resp. second.): MarinaroMaria; TagliaferriRoberto
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographical references at the end of each chapters and index.
• Nota di contenuto: Review Papers -- Ensembles of Learning Machines -- Eduardo R. Caianiello Lecture -- Learning Preference Relations from Data -- Francesco E. Lauria Lecture -- Increasing the Biological Inspiration of Neural Networks -- Architectures and Algorithms -- Hybrid Automatic Trading Systems: Technical Analysis & Group Method of Data Handling -- Interval TOPSIS for Multicriteria Decision Making -- A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks -- Extended Random Neural Networks -- Generalized Independent Component Analysis as Density Estimation -- Spline Recurrent Neural Networks for Quad-Tree Video Coding -- MLP Neural Network Implementation on a SIMD Architecture -- Image and Signal Processing -- A New Approach to Detection of Muscle Activation by Independent Component Analysis and Wavelet Transform -- Learning to Balance Upright Posture: What can be Learnt Using Adaptive NN Models? -- Detection of Facial Features -- A Two Stage Neural Architecture for Segmentation and Superquadrics Recovery from Range Data -- Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring -- A Comparison of Signal Compression Methods by Sparse Solution of Linear Systems -- Fuzzy Time Series for Forecasting Pollutants Concentration in the Air -- Real-Time Perceptual Coding of Wideband Speech by Competitive Neural Networks -- Sound Synthesis by Flexible Activation Function Recurrent Neural Networks -- Special Session on “Learning in Neural Networks: Limitations and Future Trends” Chaired by Marco Gori -- Mathematical Modelling of Generalization -- Structural Complexity and Neural Networks -- Bayesian Learning Techniques: Application to Neural Networks with Constraints on Weight Space -- A Short Review of Statistical Learning Theory -- Increasing the Biological Inspiration of Neural Networks.
• Titolo autorizzato: Neural Nets
• ISBN: 3-540-45808-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996465423503316
• Lo trovi qui: Univ. di Salerno
• Serie: Lecture Notes in Computer Science, . 0302-9743 ; ; 2486