September 2016
Intermediate to advanced
506 pages
15h 38m
English
book
Quantum Inspired Computational Intelligence
by Siddhartha Bhattacharyya, Ujjwal Maulik, Paramartha Dutta
Content preview from Quantum Inspired Computational Intelligence
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Chapter 5
An efficient pure color image denoising using quantum parallel bidirectional self-organizing neural network architecture
D. Konara; S. Bhattacharyyab; B.K. Panigrahic; M.K. Ghosea a Sikkim Manipal Institute of Technology, Rangpo, SK, Indiab RCC Institute of Information Technology, Kolkata, WB, Indiac Indian Institute of Technology Delhi, New Delhi, DL, India
Abstract
This chapter presents a self-supervised learning network in a quantum environment, named a “quantum parallel bidirectional self-organizing neural network (QPBDSONN) architecture” appropriate for pure color image denoising. The suggested QPBDSONN architecture mimics the classical parallel bidirectional self-organizing neural network architecture by embedding quantum ...
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