By Alan A. Stocker
Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing a similar gains can for that reason be constructed to emulate brain-style processing. utilizing general CMOS expertise, they are often affordably synthetic, allowing effective commercial and buyer purposes in robotics and cellular electronics.
This e-book explores the speculation, layout and implementation of analog VLSI circuits, encouraged through visible movement processing in organic neural networks. utilizing a unique strategy pioneered via the writer himself, Stocker explains intimately the development of a chain of digital chips, delivering the reader with a priceless functional perception into the technology.
Analog VLSI Circuits for the notion of visible Motion:
- analyses the computational difficulties in visible movement perception;
- examines the difficulty of optimization in analog networks via excessive point methods equivalent to 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 offered circuits with the human visible movement notion system;
- includes an accompanying site with videos of circuits below real-time visible stipulations and extra supplementary material.
With a whole assessment of all latest neuromorphic analog VLSI structures for visible movement sensing, Analog VLSI Circuits for the belief of visible Motion is a different reference for complex scholars in electric engineering, man made intelligence, robotics and computational neuroscience. it is going to even be valuable for researchers, execs, and electronics engineers operating within the field.
Read or Download Analog VLSI Circuits for the Perception of Visual Motion PDF
Similar pattern recognition programming books
This accomplished reference includes 18 chapters from fashionable researchers within the box. each one bankruptcy is self-contained, and synthesizes one point of common development mining. An emphasis is put on simplifying the content material, in order that scholars and practitioners can enjoy the booklet. every one bankruptcy incorporates a survey describing key learn at the subject, a case examine and destiny instructions.
This ebook presents a self-study application on how arithmetic, desktop technological know-how and technology should be usefully and seamlessly intertwined. studying to take advantage of rules from arithmetic and computation is key for realizing methods to cognitive and organic technology. As such the ebook covers calculus on one variable and variables and works via a few attention-grabbing first-order ODE types.
This ebook presents a entire assessment of the major applied sciences and purposes concerning new cameras that experience introduced 3D facts acquisition to the mass marketplace. It covers either the theoretical rules in the back of the purchase units and the sensible implementation elements of the pc imaginative and prescient algorithms wanted for a number of the purposes.
The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 contains the refereed lawsuits of the Workshops that happened at the side of the 14th ecu convention on laptop imaginative and prescient, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 includes the refereed complaints of the Workshops that happened along side the 14th eu convention on machine imaginative and prescient, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016.
- Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8–11, ... (Lecture Notes in Computer Science)
- Introduction to Video and Image Processing: Building Real Systems and Applications (Undergraduate Topics in Computer Science)
- Practical Reinforcement Learning
- Intelligent Information Processing VIII: 9th IFIP TC 12 International Conference, IIP 2016, Melbourne, VIC, Australia, November 18-21, 2016, Proceedings ... in Information and Communication Technology)
- Engineering Applications of Neural Networks: 18th International Conference, EANN 2017, Athens, Greece, August 25–27, 2017, Proceedings (Communications in Computer and Information Science)
- Speech and Computer: 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings (Lecture Notes in Computer Science)
Additional info for Analog VLSI Circuits for the Perception of Visual Motion
Categories: Pattern Recognition Programming