Kilian Müller
University of Stuttgart(DE)
Publications by Year
Research Areas
Neural Networks and Reservoir Computing, Optical Network Technologies, Photonic and Optical Devices, Neural Networks and Applications, Random lasers and scattering media
Most-Cited Works
- → Unifying machine learning and quantum chemistry -- a deep neural network for molecular wavefunctions(2019)19 cited
- → Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment(2020)10 cited
- → Light-in-the-loop: using a photonics co-processor for scalable training of neural networks(2020)5 cited
- → Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment(2024)2 cited
- → High-Resolution Imaging of Cold Atoms through a Multimode Fiber(2021)2 cited
- → Artificial Neural Network Training on an Optical Processor via Direct Feedback Alignment(2023)1 cited
- → LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor(2021)1 cited
- [Electronic data processing in a central laboratory. 1. Algorithms for the determination of measured data on flow-stream-autoanalyzers].(1974)
- → Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra(2021)
- → Comparison of Compact Power Amplifier Designs for High Frequency Resonant Wireless Power Transfer Systems at 6.78 MHz using High-Q Resonators(2025)