| 书目名称 | On the Construction of Artificial Brains |
| 编辑 | Ulrich Ramacher,Christoph Malsburg |
| 视频video | |
| 概述 | Presents the neurocomputer of the second generation (dynamic pulsed neural networks and its implementation on semiconductors).Well structured interdisciplinary and introductory book on artificial brai |
| 图书封面 |  |
| 描述 | .This book presents a first generation of artificial brains, using vision as sample application. An object recognition system is built, using neurons and synapses as exclusive building elements. The system contains a feature pyramid with 8 orientations and 5 resolution levels for 1000 objects and networks for binding of features into objects. This vision system can recognize objects robustly in the presence of changes in illumination, deformation, distance and pose (as long as object components remain visible). ...The neuro-synaptic network owes its functional power to the introduction of rapidly modifiable dynamic synapses. These give a network greater pattern recognition capabilities than are achievable with fixed connections. The spatio-temporal correlation structure of patterns is captured by a single synaptic differential equation in a universal way. The correlation can appear as synchronous neural firing, which signals the presence of a feature in a robust way, or binds features into objects....Although in this book we can present only a first generation artificial brain and believe many more generations will have to follow to reach the full power of the human brain, we never |
| 出版日期 | Book 20101st edition |
| 关键词 | Extension; Prolog; Sensor; cognition; complexity; control; deformation; formal logic; information processing |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-00189-5 |
| isbn_softcover | 978-3-662-50197-9 |
| isbn_ebook | 978-3-642-00189-5 |
| copyright | Springer-Verlag Berlin Heidelberg 2010 |
发表于 2025-3-21 16:03:26
