High-speed character recognition using a dual cellular neural network architecture (CNND)

T. Sziranyi, J.L. Csicsvari, IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing 40 (1993) 223–231.

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Journal Article | Published
Author
Abstract
An effective character recognition procedure implemented on a new type of hardware system and using a new architecture called CNND is proposed. This CNND contains one or more analog cellular neural networks (CNNs) and some digital logic, combining the advantages of the fast analog CNN signal processing and the fast and easy decision capability of digital logic. It is shown that the CNND system can be used for recognition of multifont printed or handwritten characters and could recognize 100,000 char/s with a recognition rate of more than 95%. The more advantage of the system over competing types is that there is not an extra feature extraction procedure implemented in slow hardware
Publishing Year
Date Published
1993-03-01
Journal Title
IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing
Volume
40
Issue
3
Page
223 - 231
IST-REx-ID

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Sziranyi T, Csicsvari JL. High-speed character recognition using a dual cellular neural network architecture (CNND). IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing. 1993;40(3):223-231. doi:10.1109/82.222823
Sziranyi, T., & Csicsvari, J. L. (1993). High-speed character recognition using a dual cellular neural network architecture (CNND). IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 40(3), 223–231. https://doi.org/10.1109/82.222823
Sziranyi, Tamas, and Jozsef L Csicsvari. “High-Speed Character Recognition Using a Dual Cellular Neural Network Architecture (CNND).” IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing 40, no. 3 (1993): 223–31. https://doi.org/10.1109/82.222823.
T. Sziranyi and J. L. Csicsvari, “High-speed character recognition using a dual cellular neural network architecture (CNND),” IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 40, no. 3, pp. 223–231, 1993.
Sziranyi T, Csicsvari JL. 1993. High-speed character recognition using a dual cellular neural network architecture (CNND). IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing. 40(3), 223–231.
Sziranyi, Tamas, and Jozsef L. Csicsvari. “High-Speed Character Recognition Using a Dual Cellular Neural Network Architecture (CNND).” IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 40, no. 3, IEEE, 1993, pp. 223–31, doi:10.1109/82.222823.

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