--- _id: '3446' abstract: - lang: eng text: 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 article_processing_charge: No article_type: original author: - first_name: Tamas full_name: Sziranyi, Tamas last_name: Sziranyi - first_name: Jozsef L full_name: Csicsvari, Jozsef L id: 3FA14672-F248-11E8-B48F-1D18A9856A87 last_name: Csicsvari orcid: 0000-0002-5193-4036 citation: ama: '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' apa: '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. IEEE. https://doi.org/10.1109/82.222823' chicago: '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. IEEE, 1993. https://doi.org/10.1109/82.222823.' ieee: '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. IEEE, pp. 223–231, 1993.' ista: '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.' mla: '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.' short: 'T. Sziranyi, J.L. Csicsvari, IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing 40 (1993) 223–231.' date_created: 2018-12-11T12:03:22Z date_published: 1993-03-01T00:00:00Z date_updated: 2022-03-30T14:44:44Z day: '01' doi: 10.1109/82.222823 extern: '1' intvolume: ' 40' issue: '3' language: - iso: eng main_file_link: - url: https://ieeexplore.ieee.org/document/222823 month: '03' oa_version: None page: 223 - 231 publication: 'IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing' publication_identifier: issn: - 1057-7130 publication_status: published publisher: IEEE publist_id: '2941' quality_controlled: '1' scopus_import: '1' status: public title: High-speed character recognition using a dual cellular neural network architecture (CNND) type: journal_article user_id: ea97e931-d5af-11eb-85d4-e6957dddbf17 volume: 40 year: '1993' ...