---
_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). <i>IEEE Transactions on Circuits and Systems
    II: Analog and Digital Signal Processing</i>. 1993;40(3):223-231. doi:<a href="https://doi.org/10.1109/82.222823">10.1109/82.222823</a>'
  apa: 'Sziranyi, T., &#38; Csicsvari, J. L. (1993). High-speed character recognition
    using a dual cellular neural network architecture (CNND). <i>IEEE Transactions
    on Circuits and Systems II: Analog and Digital Signal Processing</i>. IEEE. <a
    href="https://doi.org/10.1109/82.222823">https://doi.org/10.1109/82.222823</a>'
  chicago: 'Sziranyi, Tamas, and Jozsef L Csicsvari. “High-Speed Character Recognition
    Using a Dual Cellular Neural Network Architecture (CNND).” <i>IEEE Transactions
    on Circuits and Systems II: Analog and Digital Signal Processing</i>. IEEE, 1993.
    <a href="https://doi.org/10.1109/82.222823">https://doi.org/10.1109/82.222823</a>.'
  ieee: 'T. Sziranyi and J. L. Csicsvari, “High-speed character recognition using
    a dual cellular neural network architecture (CNND),” <i>IEEE Transactions on Circuits
    and Systems II: Analog and Digital Signal Processing</i>, 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).” <i>IEEE Transactions
    on Circuits and Systems II: Analog and Digital Signal Processing</i>, vol. 40,
    no. 3, IEEE, 1993, pp. 223–31, doi:<a href="https://doi.org/10.1109/82.222823">10.1109/82.222823</a>.'
  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'
...