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Titlebook: On the Construction of Artificial Brains; Ulrich Ramacher,Christoph Malsburg Book 20101st edition Springer-Verlag Berlin Heidelberg 2010 E

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發(fā)表于 2025-3-21 16:03:26 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱On the Construction of Artificial Brains
編輯Ulrich Ramacher,Christoph Malsburg
視頻videohttp://file.papertrans.cn/702/701134/701134.mp4
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
圖書封面Titlebook: On the Construction of Artificial Brains;  Ulrich Ramacher,Christoph Malsburg Book 20101st edition Springer-Verlag Berlin Heidelberg 2010 E
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
關(guān)鍵詞Extension; Prolog; Sensor; cognition; complexity; control; deformation; formal logic; information processing
版次1
doihttps://doi.org/10.1007/978-3-642-00189-5
isbn_softcover978-3-662-50197-9
isbn_ebook978-3-642-00189-5
copyrightSpringer-Verlag Berlin Heidelberg 2010
The information of publication is updating

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Simulation of Microelectronic Neural Circuits and Systems,We use the word “simulation” to mean the concept and the solution of the numerical task, some steps of which are done semi-automatically by a software program called “simulator”. The solution is designated as “simulation result”.
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Architecture and Chip Design of the Feature Recognizer,e events. The routers relay the signals from the sensor array or the feature detector to the chip stacked immediately above or below. A feature and object recogniser, resp., is situated in the base chip. The base chip is connected to the chips situated above via vertical interconnects.
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Architecture and Chip Design of the Feature Detector,n contrast, the feature recogniser has been realised entirely with analogue circuits, as described in the previous chapter. In both cases the circuit comes up with the smaller area for the same input-output behaviour of the block which carries out the feature detection and recognition, resp.
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Book 20101st editionand 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
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The Difficulty of Modelling Artificial Brains,ide functional re-engineering in promising ways. From experience, the neurosciences will profit in return, for the attempt of a technical emulation is a very exact test to separate the sound ideas of brain function from the faulty ones.
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