%Aigaion2 BibTeX export from Idiap Publications %Saturday 21 December 2024 07:36:43 PM @INPROCEEDINGS{Saxena-97.2, author = {Saxena, Indu and Moerland, Perry and Fiesler, Emile and Pourzand, A. R. and Collings, N.}, projects = {Idiap}, title = {An Optical Thresholding Perceptron}, booktitle = {Proceedings of the Workshop on Optics and Computer Science}, year = {1997}, location = {Geneva, Switzerland}, note = {IDIAP-RR 97-16}, crossref = {saxena-97.2a}, abstract = {An implementation of an optical perceptron with a soft optical threshold trained with an adapted BP algorithm is described as a precursor to an optical multilayer perceptron (MLP). It has 64 inputs and ten outputs. The soft threshold is implemented by a liquid crystal light valve. Experimental results on perceptron recall are also reported. The effect of a modified grey-scale to weight mapping for weight levels implemented by LCTVs is evaluated based on the results of handwritten digit recognition.}, pdf = {https://publications.idiap.ch/attachments/reports/1997/rr97-16.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/1997/rr97-16.ps.gz}, ipdmembership={learning}, } crossreferenced publications: @TECHREPORT{Saxena-97.2a, author = {Saxena, Indu and Moerland, Perry and Fiesler, Emile and Pourzand, A. R. and Collings, N.}, projects = {Idiap}, title = {An Optical Thresholding Perceptron}, type = {Idiap-RR}, number = {Idiap-RR-16-1997}, year = {1997}, institution = {IDIAP}, note = {Published in ``Proceedings of the Workshop on Optics and Computer Science''}, abstract = {An implementation of an optical perceptron with a soft optical threshold trained with an adapted BP algorithm is described as a precursor to an optical multilayer perceptron (MLP). It has 64 inputs and ten outputs. The soft threshold is implemented by a liquid crystal light valve. Experimental results on perceptron recall are also reported. The effect of a modified grey-scale to weight mapping for weight levels implemented by LCTVs is evaluated based on the results of handwritten digit recognition.}, pdf = {https://publications.idiap.ch/attachments/reports/1997/rr97-16.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/1997/rr97-16.ps.gz}, ipdmembership={learning}, }