By Alan A. Stocker
Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing an identical gains can hence be built to emulate brain-style processing. utilizing typical CMOS know-how, they are often cost effectively synthetic, allowing effective business and client purposes in robotics and cellular electronics.
This e-book explores the idea, layout and implementation of analog VLSI circuits, encouraged via visible movement processing in organic neural networks. utilizing a singular procedure pioneered by means of the writer himself, Stocker explains intimately the development of a chain of digital chips, delivering the reader with a worthwhile functional perception into the technology.
Analog VLSI Circuits for the belief of visible Motion:
- analyses the computational difficulties in visible movement perception;
- examines the problem of optimization in analog networks via excessive point methods reminiscent of movement segmentation and selective attention;
- demonstrates community implementation in analog VLSI CMOS know-how to supply computationally effective devices;
- sets out measurements of ultimate implementation;
- illustrates the similarities of the awarded circuits with the human visible movement conception system;
- includes an accompanying site with movies of circuits less than real-time visible stipulations and extra supplementary material.
With an entire evaluation of all latest neuromorphic analog VLSI structures for visible movement sensing, Analog VLSI Circuits for the belief of visible Motion is a distinct reference for complicated scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it's going to even be necessary for researchers, execs, and electronics engineers operating within the field.
Read Online or Download Analog VLSI Circuits for the Perception of Visual Motion PDF
Similar pattern recognition programming books
This ebook includes the total papers awarded on the MICCAI 2013 workshop Bio-Imaging and Visualization for Patient-Customized Simulations (MWBIVPCS 2013). MWBIVPCS 2013 introduced jointly researchers representing a number of fields, similar to Biomechanics, Engineering, drugs, arithmetic, Physics and Statistic.
This e-book provides a scientific advent to the newest advancements in video textual content detection. establishing with a dialogue of the underlying concept and a quick historical past of video textual content detection, the textual content proceeds to hide pre-processing and post-processing suggestions, personality segmentation and popularity, id of non-English scripts, thoughts for multi-modal research and function overview.
A unified view of using desktop imaginative and prescient know-how for various kinds of cars desktop imaginative and prescient in automobile expertise makes a speciality of computing device imaginative and prescient as on-board know-how, bringing jointly fields of study the place machine imaginative and prescient is gradually penetrating: the automobile area, unmanned aerial and underwater automobiles.
This e-book offers an summary of speaker acceptance applied sciences with an emphasis on facing robustness matters. to start with, the e-book supplies an outline of speaker popularity, corresponding to the elemental process framework, different types lower than various standards, functionality evaluate and its improvement heritage.
Extra resources for Analog VLSI Circuits for the Perception of Visual Motion
Analog VLSI Circuits for the Perception of Visual Motion by Alan A. Stocker