[HTML][HTML] Mode-locked laser with multiple timescales in a microresonator-based nested cavity
Mode-locking techniques have played a pivotal role in developing and advancing laser
technology. Stable fiber-cavity configurations can generate trains of pulses spanning from …
technology. Stable fiber-cavity configurations can generate trains of pulses spanning from …
Organic heterojunction synaptic device with ultra high recognition rate for neuromorphic computing
Traditional computing structures are blocked by the von Neumann bottleneck, and
neuromorphic computing devices inspired by the human brain which integrate storage and …
neuromorphic computing devices inspired by the human brain which integrate storage and …
Supercontinuum neural network and analog computing evaluation
KF Lee, ME Fermann - Physical Review A, 2024 - APS
We use octave-spanning, phase-shaped supercontinuum generation as an analog
computing element in a neural network. We can perform standard machine learning tasks …
computing element in a neural network. We can perform standard machine learning tasks …
Optical computing with supercontinuum generation in photonic crystal fibers
We introduce a novel photonic neural network using photonic crystal fibers, leveraging
femtosecond pulse supercontinuum generation for optical computing. Investigating its …
femtosecond pulse supercontinuum generation for optical computing. Investigating its …
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach
We provide a theoretical, numerical, and experimental investigation of the Kerr nonlinearity
impact on the performance of a frequency-multiplexed Extreme Learning Machine (ELM). In …
impact on the performance of a frequency-multiplexed Extreme Learning Machine (ELM). In …
[HTML][HTML] Physical Artificial Neural Networks-Optical and Atomic Approaches to Deep Learning
KN Hansmann - 2024 - tuprints.ulb.tu-darmstadt.de
In recent years, machine learning techniques have found countless applications in industry,
research, as well as everyday life. The realization of such systems relies heavily on the ever …
research, as well as everyday life. The realization of such systems relies heavily on the ever …
Machine-aided near-transform-limited pulse compression in fully fiber-interconnected systems for efficient spectral broadening
B Fischer, M Müftüoglu… - Nonlinear Optics and its …, 2024 - spiedigitallibrary.org
The precise control over optical pulse parameters in fiber systems is crucial in many
applications. Our research focuses on optimizing optical femtosecond pulses for nonlinear …
applications. Our research focuses on optimizing optical femtosecond pulses for nonlinear …