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Application of FPGA to RealTime Machine Learning: Hardware Reservoir Computers a
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eBay item number:395154699893
Item specifics
- Condition
- ISBN-13
- 9783319910529
- Book Title
- Application of FPGA to RealTime Machine Learning
- ISBN
- 9783319910529
- Series
- Springer Theses Ser.
- Publication Year
- 2018
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Application of FPGA to Real‐Time Machine Learning : Hardware Reservoir Computers and Software Image Processing
- Item Length
- 9.3in
- Publisher
- Springer International Publishing A&G
- Item Width
- 6.1in
- Item Weight
- 104.2 Oz
- Number of Pages
- Xxii, 171 Pages
About this product
Product Information
This book lies at the interface of machine learning - a subfield of computer science that develops algorithms for challenging tasks such as shape or image recognition, where traditional algorithms fail - and photonics - the physical science of light, which underlies many of the optical communications technologies used in our information society. It provides a thorough introduction to reservoir computing and field-programmable gate arrays (FPGAs). Recently, photonic implementations of reservoir computing (a machine learning algorithm based on artificial neural networks) have made a breakthrough in optical computing possible. In this book, the author pushes the performance of these systems significantly beyond what was achieved before. By interfacing a photonic reservoir computer with a high-speed electronic device (an FPGA), the author successfully interacts with the reservoir computer in real time, allowing him to considerably expand its capabilities and range of possible applications. Furthermore, the author draws on his expertise in machine learning and FPGA programming to make progress on a very different problem, namely the real-time image analysis of optical coherence tomography for atherosclerotic arteries.
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-10
3319910523
ISBN-13
9783319910529
eBay Product ID (ePID)
13038538619
Product Key Features
Publication Name
Application of FPGA to Real‐Time Machine Learning : Hardware Reservoir Computers and Software Image Processing
Format
Hardcover
Language
English
Series
Springer Theses Ser.
Publication Year
2018
Type
Textbook
Number of Pages
Xxii, 171 Pages
Dimensions
Item Length
9.3in
Item Width
6.1in
Item Weight
104.2 Oz
Additional Product Features
Number of Volumes
1 Vol.
Lc Classification Number
Qc685-689.55
Table of Content
Introduction.- Online Training of a Photonic Reservoir Computer.- Backpropagation with Photonics.- Photonic Reservoir Computer with Output Feedback.- Towards Online-Trained Analogue Readout Layer.- Real-Time Automated Tissue Characterisation for Intravascular OCT Scans.- Conclusion and Perspectives.
Copyright Date
2018
Topic
Lasers & Photonics, Physics / Optics & Light, Computer Vision & Pattern Recognition
Illustrated
Yes
Genre
Computers, Technology & Engineering, Science
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:395154699893
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i***6 (139)- Feedback left by buyer.
Past 6 months
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Item as described, good price, well packaged, arrived slightly later than hoped (not in time for Christmas ) but the order was placed in a very busy shipping period. No issue with the seller’s speed of response and sending the item. Great seller!
s***3 (147)- Feedback left by buyer.
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Quality and hard to find book that won't be released 'til January 2025 in the U.S.A.
Fantastic price.
Book was in a secure and protective package. Arrived a few days after I placed order and that was faster than I expected.
Seller is a fantastic communicator and proactive in regards to tracking status. I'd definitely buy from them in the future.
t***r (91)- Feedback left by buyer.
Past 6 months
Verified purchase
I was pleasantly surprised by how soon I received this textbook given that it shipped from outside the U.S. It was packaged well with no damage. The price was right. And I greatly appreciated the communication informing me where the book was shipping from and including a tracking number. Overall, a positive experience, - online shopping the way it should be. I've bought books from this seller several times now without any complaints and will surely buy from them again. Thanks a lot!
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