| DC Field | Value | Language |
|---|
| dc.contributor.author | Serdyuk, Pavlo | - |
| dc.contributor.author | Mosiiuk, Vasyl | - |
| dc.date.accessioned | 2018-04-10T08:33:19Z | - |
| dc.date.available | 2018-04-10T08:33:19Z | - |
| dc.date.issued | 2016 | - |
| dc.identifier.citation | Serdyuk P. Handwritten characters recognition using modification of classic Rosenblatt’s perceptron extended with multiple S-layers / Pavlo Serdyuk, Vasyl Mosiiuk // Litteris et Artibus : proceedings of the 6th International youth science forum, November 24–26, 2016, Lviv, Ukraine / Lviv Polytechnic National University. – Lviv : Lviv Polytechnic Publishing House, 2016. – P. 41–42. – Bibliography: 6 titles. | uk_UA |
| dc.identifier.uri | https://ena.lpnu.ua/handle/ntb/40244 | - |
| dc.description.abstract | Presented structure and principles of perceptron with multiple sensor layers. Demonstrated how it recognize character image and vote for result. | uk_UA |
| dc.language.iso | en | uk_UA |
| dc.publisher | Lviv Polytechnic Publishing House | uk_UA |
| dc.subject | computer vision | uk_UA |
| dc.subject | CV | uk_UA |
| dc.subject | perceptron | uk_UA |
| dc.subject | OCR | uk_UA |
| dc.subject | machine learning | uk_UA |
| dc.subject | handwritten characters | uk_UA |
| dc.title | Handwritten characters recognition using modification of classic Rosenblatt’s perceptron extended with multiple S-layers | uk_UA |
| dc.type | Conference Abstract | uk_UA |
| dc.contributor.affiliation | Lviv Polytechnic National University | uk_UA |
| dc.coverage.country | UA | uk_UA |
| dc.format.pages | 41-42 | - |
| dc.relation.referencesen | [1] [F. Rosenblatt, "Principles of Neurodynamic" Spartan Books, Washington, DC, 1962. [2] [M. L. Minsky, "Perceptrons" MIT Press, Cambridge, MA, 1969. [3] [S. I. Gallant, "Perceptron-based learning algorithms" IEEE Transactions on Neural Networks, vol. 1, no. 2, pp. 179–191, 1990. [4] [Y. Hongfeng, "Perceptron-Based Algorithms and Analysis" Spectrum Library, Concordia University, Canada, 1996. [5] M. D. Estebon, "Perceptrons: An Associative Learning Network" Virginia Tech, 1997. [6] J. E. Dayhoff, " Neural Network Architecturs: An introduction" Van Nostrand Reinhold, Australia, 19970. | uk_UA |
| dc.citation.conference | Litteris et Artibus | - |
| dc.coverage.placename | Lviv | uk_UA |
| Appears in Collections: | Litteris et Artibus. – 2016 р.
|
