عنوان

Neural computing architectures :

شابک

0262255596

شابک

9780262255592

شماره

b542543

عنوان اصلي

Neural computing architectures :

نام عام مواد

[Book]

ساير اطلاعات عنواني

the design of brain-like machines

نام نخستين پديدآور

edited by Igor Aleksander.

محل نشرو پخش و غیره

[Cambridge, Mass.]

نام ناشر، پخش کننده و غيره

MIT Press

تاریخ نشرو بخش و غیره

2003

متن يادداشت

McClelland and Rumelhart's Parallel Distributed Processing was the first book to present a definitive account of the newly revived connectionist/neural net paradigm for artificial intelligence and cognitive science. While Neural Computing Architectures addresses the same issues, there is little overlap in the research it reports. These 18 contributions provide a timely and informative overview and synopsis of both pioneering and recent European connectionist research. Several chapters focus on cognitive modeling; however, most of the work covered revolves around abstract neural network theory or engineering applications, bringing important complementary perspectives to currently published work in PDP.In four parts, chapters take up neural computing from the classical perspective, including both foundational and current work; the mathematical perspective (of logic, automata theory, and probability theory), presenting less well-known work in which the neuron is modeled as a logic truth function that can be implemented in a direct way as a silicon read only memory. They present new material both in the form of analytical tools and models and as suggestions for implementation in optical form, and summarize the PDP perspective in a single extended chapter covering PDP theory, application, and speculation in US research. Each part is introduced by the editor.

موضوع مستند نشده

Computer architecture.

موضوع مستند نشده

Engineering & Applied Sciences.

موضوع مستند نشده

Neural computers.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

edited by Igor Aleksander.

مستند نام اشخاص تاييد نشده

Igor Aleksander

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y