Keywords:
- (artificial) neural network
- activation function
- curve fit
- gain
- hardware implementation
- learning
- liquid crystal light valve
- liquid crystal light valve (LCLV)
- non-negative neural networks
- optical computing
- optical multilayer neural network
- optical multilayer perceptron
- optical neural network
- spatial light modulator
- weight discretization
Publications of Indu Saxena
1998
| Discrete All-Positive Multilayer Perceptrons for Optical Implementation, , and , in: Optical Engineering, 37(4), 1998 |
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1997
| An Optical Thresholding Perceptron, , , , and , in: Proceedings of the Workshop on Optics and Computer Science, Geneva, Switzerland, 1997 |
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| An Optical Thresholding Perceptron, , , , and , Idiap-RR-16-1997 |
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| Discrete All-Positive Multilayer Perceptrons for Optical Implementation, , and , Idiap-RR-02-1997 |
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| Ellipsometry, , in: Optical Metrology, Artech House, 1997 |
| Handwritten Digit Recognition with Binary Optical Perceptron, , , and , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997 |
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| Handwritten Digit Recognition with Binary Optical Perceptron, , , and , Idiap-RR-15-1997 |
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1996
| A Method for All-Positive Optical Multilayer Perceptrons, , and , in: Proceedings of the Third IEEE International Conference on Electronics, Circuits, and Systems, University of Patras, Rhodos, Greece, IEEE, 1996 |
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| Incorporation of Liquid-Crystal Light Valve Non-Linearities in Optical Multilayer Neural Networks, , and , in: Applied Optics, 35(26), 1996 |
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| Overcoming Inaccuracies in Optical Multilayer Perceptrons, , and , in: Proceedings of the First International Symposium on Neuro-Fuzzy Systems (AT'96), Lausanne, Switzerland, AATI, 1996 |
| Time Resolved Polarimetry on an Optical Fiber Ammeter, and , in: Journal of the European Optical Society, 5, 1996 |
1995
| Adaptive Multilayer Optical Neural Network with Optical Thresholding, and , in: Optical Engineering, 34(08), 1995 |
| An All-Optical Forward Propagation Multilayer Neural Network, and , in: From Natural to Artificial Neural Computation, Springer Verlag, 1995 |
| Optical Multilayer Perceptrons based on Liquid Crystal Devices, , , and , in: Optics and Information, Cercle SFO/SEE d'Opto-informatique, Mulhouse, France, European Optical Society (EOS), 1995 |
| The Effects of Optical Thresholding in Backpropagation Neural Networks, , and , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'95 and NeuroNimes'95), ENNS, Paris, France, EC2 & Cie, 1995 |
1994
| Adaptive Multilayer Optical Neural Network Design, and , Idiap-RR-04-1994 |
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