Daniel Brunner

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

34h-index8.0kcitations293works2.22yr avg
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Research Topics

Neural Networks and Reservoir Computing(184), Photonic and Optical Devices(124), Optical Network Technologies(107), Neural Networks and Applications(51), Advanced Memory and Neural Computing(48)

Publications293 total

Full-field single-shot measurement of beam self-cleaning dynamics ingraded-index multimode fibers
2025Open Access
Interdisciplinary Projects in Biology and Chemistry
CHIMIA International Journal for Chemistry·2025Open Access
Roadmap on deep learning for microscopy
Journal of Physics Photonics·2025Open Access
Front-to-end model-free training of a fully implemented laser neural network
2025
Training of physical neural networks
Nature·2025· 21 citedOpen Access
Machine-learning model generates images using light
Nature·2025· 1 cited
Guided nonlinear optics for information processing
Nanophotonics·2025Open Access
Data-driven Machine Learning Methods in Nonlinear Fiber Optics: Recent Advances
2025
A Multi-Mode Semiconductor Laser Photonic Neural Network and its Training
2025
Principles and metrics of extreme learning machines using a highly nonlinear fiber
Nanophotonics·2025· 10 citedOpen Access
Extreme Learning Machine using Highly Nonlinear Fiber
2025
Achieving More with Less: Training a Spiking Neural Network of 40.000 Neurons with Rank Order Coding, Leveraging Sparsity
2025
Realtime Inferences Every 125 ps Using a Semiconductor Laser Recurrent Neural Network
2025
Limits of nonlinear and dispersive fiber propagation for an optical fiber-based extreme learning machine
Optics Letters·2025· 5 citedOpen Access
A spiking photonic neural network of 40 000 neurons, trained with latency and rank-order coding for leveraging sparsity
Neuromorphic Computing and Engineering·2025· 1 citedOpen Access
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
arXiv (Cornell University)·2025Open Access
Author response for "A spiking photonic neural network of 40,000 neurons, trained with latency and rank-order coding for leveraging sparsity"
2025
Complex semiconductor lasers for large-scale fully hardware implemented optical neural network
2025
Model-free front-to-end training of a large high performance laser neural network
arXiv (Cornell University)·2025· 2 citedOpen Access
Spatiotemporal image encoder for capturing sub-nanosecond dynamic events
2025
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Frequent Co-authors

Ingo Fischer(15), Miguel C. Soriano(12), Xavier Porté(12), Laurent Larger(11), O. Ambacher(8), Maxime Jacquot(7), Cláudio R. Mirasso(6), M. Stutzmann(6), Brian D. Gerardot(6), Richard J. Warburton(6), Paul A. Dalgarno(5), H. Angerer(4), F. Freudenberg(4), R. Dimitrov(4), L. Pesquera(3), R. Höpler(3), K. Karraï(3), Nick Stoltz(3), Pierre M. Petroff(3), Johnny Moughames(3)