Neural networks usually work adequately on small problems but can run into trouble when they are scaled up to problems involving large amounts of input data. Circuit Complexity and Neural Networks addresses the important question of how well neural networks scale - that is, how fast the computation time and number of neurons grow as the problem size increases. It surveys recent research in circ…
Signal processing and neural computation have separately and significantly influenced many disciplines, but the cross-fertilization of the two fields has begun only recently. Research now shows that each has much to teach the other, as we see highly sophisticated kinds of signal processing and elaborate hierachical levels of neural computation performed side by side in the brain. In New Directi…
"An anthology of classic papers in computer science with introductions by the editor"--OCLC-licensed vendor bibliographic record.
To date, books on object-oriented programming have focused either on the methodology of the object-oriented paradigm or on teaching the details of a particular programming language. This collection takes a different approach, examining one object-oriented programming language - the Common-Lisp Object System (CLOS) - as a modern programming tool. The fourteen contributions examine CLOS from a va…
A guide to principles and methods for the management, archiving, sharing, and citing of linguistic research data, especially digital data.Doing language science depends on collecting, transcribing, annotating, analyzing, storing, and sharing linguistic research data. This volume offers a guide to linguistic data management, engaging with current trends toward the transformation of linguistics i…
This study charts the origins and spread of the systems movement. It describes the major players - including RAND, MITRE, Ramo-Wooldrige (later TRW), and the International Institute of Applied Systems Analysis - and examines applications in a wide variety of military, government, civil, and engineering settings. The book is international in scope, describing the spread of systems thinking in Fr…
A Bradford book."OCLC-licensed vendor bibliographic record.
Researchers now agree that intelligence always manifests itself in behavior - thus it is behavior that we must understand. An exciting new field has grown around the study of behavior-based intelligence, also known as embodied cognitive science, "new AI," and "behavior-based AI."" "Rolf Pfeifer and Christian Scheier provide a systematic introduction to this new way of thinking about intelligenc…
"Challenges the 'Code for All' movement with a framework for critical computational literacy that integrates computer science with journalism, data, art, civic imagination, and social action"--OCLC-licensed vendor bibliographic record.
AnnotationOCLC-licensed vendor bibliographic record.