53402

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Pattern Recognition by Pattern Inversion

DOI: 

10.1117/12.2539069

Наименование конференции: 

  • The 2nd International conference on Image, Video Processing and Artificial Intelligence (Shanghai, China, 2019)

Наименование источника: 

  • Proceedings of the 2nd International conference on Image, Video Processing and Artificial Intelligence (Shanghai, China, 2019)

Обозначение и номер тома: 

Vol. 11321 , 113211Q (2019)

Город: 

  • Shanghai, China

Издательство: 

  • SPIE Digital Library

Год издания: 

2019

Страницы: 

405-412 https://spie.org/Publications/Proceedings/Volume/11321
Аннотация
Alternative approach to pattern recognition is discussed that amounts to operations on inverse patterns and resembles working of Google-type search engines. Unlike neural networks that iteratively calculate weights within many a learning cycles, inverse patterns-based paradigm (neural cortex) does not use weights and follows a challenging learning trend that attempts to achieve a human-like generalization from a single example. Keywords: machine learning, neural networks, pattern recognition, inverse patterns, neural cortex, search engines

Библиографическая ссылка: 

Михайлов А.М., Каравай М.Ф. Pattern Recognition by Pattern Inversion / Proceedings of the 2nd International conference on Image, Video Processing and Artificial Intelligence (Shanghai, China, 2019). Shanghai, China: SPIE Digital Library, 2019. Vol. 11321 , 113211Q (2019) . С. 405-412 https://spie.org/Publications/Proceedings/Volume/11321 .