书目名称 | Neural Network Models |
副标题 | An Analysis |
编辑 | Philippe Wilde |
视频video | |
丛书名称 | Lecture Notes in Control and Information Sciences |
图书封面 |  |
描述 | Providing an in-depth treatment of the main topics in neural networks this volume concentrates on multilayer networks and completely connected networks, as well as discussing both analog and digital networks. The central themes are dynamical behaviour, attractors and capacity. Boltzmann machines are also discussed. The subject is developed from scratch and does not use statistical physics. Because the volume adopts a pedagogical approach, explaining all steps in full, the style which the book takes it will appeal to engineers, computer scientists and applied mathematicians. The reader will learn the parameters and results that are most important for the design of neural networks and will be able to critically assess the existing commercial products or design a hardware or software implementation for him- or herself. |
出版日期 | Book 19961st edition |
关键词 | capacity; computer; design; engine; machine; machines; network; neural networks; physics; software; statistica |
版次 | 1 |
doi | https://doi.org/10.1007/BFb0034478 |
isbn_ebook | 978-3-540-70819-3Series ISSN 0170-8643 Series E-ISSN 1610-7411 |
issn_series | 0170-8643 |
copyright | Springer-Verlag London 1996 |