Demetri Psaltis

Orcid: 0000-0003-4684-8800

According to our database1, Demetri Psaltis authored at least 58 papers between 1984 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to the application of holography to information processing.".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Optical Diffusion Models for Image Generation.
CoRR, 2024

Training of Physical Neural Networks.
CoRR, 2024

Multicasting Optical Reconfigurable Switch.
CoRR, 2024

Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor.
CoRR, 2024

2023
Nonlinear Processing with Linear Optics.
CoRR, 2023

Forward-Forward Training of an Optical Neural Network.
CoRR, 2023

2022
Nonlinear Optical Data Transformer for Machine Learning.
CoRR, 2022

Programming Nonlinear Propagation for Efficient Optical Learning Machines.
CoRR, 2022

Physics-informed neural networks for diffraction tomography.
CoRR, 2022

Optical Diffraction Tomography based on 3D Physics-Inspired Neural Network (PINN).
CoRR, 2022

Natural image synthesis for the retina with variational information bottleneck representation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Scalable optical learning operator.
Nat. Comput. Sci., 2021

Reusability report: Predicting spatiotemporal nonlinear dynamics in multimode fibre optics with a recurrent neural network.
Nat. Mach. Intell., 2021

Variational framework for partially-measured physical system control: examples of vision neuroscience and optical random media.
CoRR, 2021

Learning to See and Compute through Multimode Fibers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020
Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model.
IEEE Trans. Computational Imaging, 2020

Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media.
Nat. Mach. Intell., 2020

Optical Neural Networks: The 3D connection.
CoRR, 2020

Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Multimode Fiber Projector.
CoRR, 2019

Deep-learning PDEs with unlabeled data and hardwiring physics laws.
CoRR, 2019

2018
Image Transmission Through Multimode Fibers.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Phaseless diffraction tomography with regularized beam propagation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Optical Tomography based on a nonlinear model that handles multiple scattering.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization.
IEEE Trans. Computational Imaging, 2016

2007
Correction to "Linear and Logarithmic Capacities in Associative Neural Networks".
IEEE Trans. Inf. Theory, 2007

2001
Real-time hyperspectral imaging with volume holographic optical elements.
Proceedings of the 2001 International Conference on Image Processing, 2001

The Match Fit Algorithm: A Testbed for the Computational Motivation of Attention.
Proceedings of the Computational Science - ICCS 2001, 2001

2000
Compact Holographic Read/Write Memory.
Proceedings of the Eighth NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies in cooperation with Seventeenth IEEE Symposium on Mass Storage Systems, 2000

Optically Reconfigurable Gate Array.
Proceedings of the 29th Applied Image Pattern Recognition Workshop (AIPR 2000), 2000

1999
Holographic random access memory (HRAM).
Proc. IEEE, 1999

1998
Capacity of Two-Layer Feedforward Neural Networks with Binary Weights.
IEEE Trans. Inf. Theory, 1998

Holographic Data Storage.
Computer, 1998

3-D measurements using conoscopy and application to ophthalmology.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Network Synthesis through Data-Driven Growth and Decay.
Neural Networks, 1997

1996
Holographic 3D disks.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

1994
On the finite sample performance of the nearest neighbor classifier.
IEEE Trans. Inf. Theory, 1994

1992
On Reliable Computation With Formal Neurons.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Bellman Strikes Again! The Growth Rate of Sample Complexity with Dimension for the Nearest Neighbor Classifier.
Proceedings of the Fifth Annual ACM Conference on Computational Learning Theory, 1992

1991
The VC-Dimension versus the Statistical Capacity of Multilayer Networks.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Optical disks in optical computing.
Proceedings of the Compcon Spring '91, San Francisco, 1991

The VC-Dimension vs. the Statistical Capacity for Two Layer Networks with Binary Weights.
Proceedings of the Fourth Annual Workshop on Computational Learning Theory, 1991

1990
Shaping attraction basins in neural networks.
Neural Networks, 1990

Generalizing Smoothness Constraints from Discrete Samples.
Neural Comput., 1990

Asymptotic Slowing Down of the Nearest-Neighbor Classifier.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1989
Binary filters for pattern classification.
IEEE Trans. Acoust. Speech Signal Process., 1989

Linear and logarithmic capacities in associative neural networks.
IEEE Trans. Inf. Theory, 1989

Optoelectronic implementations of neural networks.
IEEE Commun. Mag., 1989

1988
Composite algorithms for shaping attraction basins.
Neural Networks, 1988

Higher order associative memories and their optical implementations.
Neural Networks, 1988

Fractal sampling grids for holographic optical interconnections.
Neural Networks, 1988

The emergence of generalization in networks with constrained representations.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Invariance and discrimination properties of the optical associative loop.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

1987
Experimental Demonstrations of Optical Neural Computers.
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987

Optical Neural Networks.
Proceedings of the COMPCON'87, 1987

1986
Optical Realization of Neural Network Models.
Proceedings of the Fall Joint Computer Conference, November 2-6, 1986, Dallas, Texas, USA, 1986

1985
Image Normalization by Complex Moments.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

1984
Recognitive Aspects of Moment Invariants.
IEEE Trans. Pattern Anal. Mach. Intell., 1984


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