کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
436431 690001 2008 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Modeling spiking neural networks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Modeling spiking neural networks
چکیده انگلیسی

A notation for the functional specification of a wide range of neural networks consisting of temporal or non-temporal neurons, is proposed. The notation is primarily a mathematical framework, but it can also be illustrated graphically and can be extended into a language in order to be automated. Its basic building blocks are processing entities, finer grained than neurons, connected by instant links, and as such they form sets of interacting entities resulting in bigger and more sophisticated structures. The hierarchical nature of the notation supports both top-down and bottom-up specification approaches. The use of the notation is evaluated by a detailed example of an integrated tangible agent consisting of sensors, a computational part, and actuators. A process from specification to both software and hardware implementation is proposed.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Theoretical Computer Science - Volume 395, Issue 1, 17 April 2008, Pages 57-76