Adaptive Processing of Sequences and Data Structures International Summer School on Neural Networks, "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, Tutorial Lectures /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Giles, C.Lee (Editor, http://id.loc.gov/vocabulary/relators/edt), Gori, Marco (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1998.
• Edition: 1st ed. 1998.
• Series: Lecture Notes in Artificial Intelligence ; 1387
• Subjects: Architecture, Computer.; Computer programming.; Artificial intelligence.; Computers.; Microprocessors.; Data structures (Computer science).; Computer System Implementation.; Programming Techniques.; Artificial Intelligence.; Computation by Abstract Devices.; Processor Architectures.; Data Structures.
• Physical Description: XIV, 438 p. online resource.
• ISBN: 9783540697527
• DOI: 10.1007/BFb0053992

This book is devoted to adaptive processing of structured information similar to flexible and intelligent information processing by humans - in contrast to merely sequential processing of predominantly symbolic information within a deterministic framework. Adaptive information processing allows for a mixture of sequential and parallel processing of symbolic as well as subsymbolic information within deterministic and probabilistic frameworks. The book originates from a summer school held in September 1997 and thus is ideally suited for advanced courses on adaptive information processing and advanced learning techniques or for self-instruction. Research and design professionals active in the area of neural information processing will find it a valuable state-of-the-art survey.