Abstract
A novel technique for pattern classification is proposed and demonstrated. The perceptron learning algorithm is used for training, and the trained interconnection weight matrix is transferred into a computer-generated hologram. The hologram is used as a correlation filter in the optical system for pattern classification. Both computer simulation and optical experiment results are presented.
| Original language | English |
|---|---|
| Pages (from-to) | 1910-1913 |
| Number of pages | 4 |
| Journal | Japanese Journal of Applied Physics |
| Volume | 33 |
| Issue number | 4R |
| DOIs | |
| Publication status | Published - 1994 Apr |
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ASJC Scopus subject areas
- Engineering(all)
- Physics and Astronomy(all)
Cite this
Trainable pattern classifier using a computer-generated hologram. / Yuh, Ken; Cheng, Chau Jern.
In: Japanese Journal of Applied Physics, Vol. 33, No. 4R, 04.1994, p. 1910-1913.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Trainable pattern classifier using a computer-generated hologram
AU - Yuh, Ken
AU - Cheng, Chau Jern
PY - 1994/4
Y1 - 1994/4
N2 - A novel technique for pattern classification is proposed and demonstrated. The perceptron learning algorithm is used for training, and the trained interconnection weight matrix is transferred into a computer-generated hologram. The hologram is used as a correlation filter in the optical system for pattern classification. Both computer simulation and optical experiment results are presented.
AB - A novel technique for pattern classification is proposed and demonstrated. The perceptron learning algorithm is used for training, and the trained interconnection weight matrix is transferred into a computer-generated hologram. The hologram is used as a correlation filter in the optical system for pattern classification. Both computer simulation and optical experiment results are presented.
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UR - http://www.scopus.com/inward/citedby.url?scp=0028422293&partnerID=8YFLogxK
U2 - 10.1143/JJAP.33.1910
DO - 10.1143/JJAP.33.1910
M3 - Article
AN - SCOPUS:0028422293
VL - 33
SP - 1910
EP - 1913
JO - Japanese Journal of Applied Physics, Part 1: Regular Papers & Short Notes
JF - Japanese Journal of Applied Physics, Part 1: Regular Papers & Short Notes
SN - 0021-4922
IS - 4R
ER -