Photonics seminars

Florian Marquardt surveys approaches to reducing the energy and computational cost of neural networks by implementing their functions in physical devices. The central question is how experiments can efficiently determine updates to adjustable parameters, allowing the hardware itself to learn. Examples include learning through time reversal, obtaining nonlinear computation from linear optical scattering, and training analog quantum simulators as neuromorphic systems. The seminar is available in person and through the registration link on the organizer’s event page.

Anne L’Huillier, Pierre Agostini and Ferenc Krausz explain how light pulses became short enough to resolve electron dynamics. The lectures follow the development of high-order harmonics generated when intense laser light interacts with atoms, the formation and characterisation of attosecond pulse trains, and the isolation of individual attosecond pulses. These experimental advances provide complementary ways to probe processes that occur too rapidly for earlier optical techniques. The programme connects the physical mechanisms of pulse generation with the measurement of subatomic motion and the research possibilities created by access to this timescale, covering the distinct contributions recognised by the 2023 physics prize.

This talk will present a low-cost protocol for fabricating an easily constructed femtosecond (fs) fiber laser system suitable for routine multiphoton microscopy (1060–1080 nm, 1 W average power, 70 fs pulse duration, 30–70 MHz repetition rate). Concepts well-known in the laser physics community essential to proper laser operation, but generally obscure to biophysicists and biomedical engineers, will be clarified. The parts list (~$13K US dollars), the equipment list (~$40K+), and the intellectual investment needed to build the laser will be described. A goal of the presentation will be to engage with the audience to discuss trade-offs associated with a custom-built fs fiber laser versus purchasing a commercial system. I will also touch on my research group’s plans to further develop this custom laser system for multiplexed cancer imaging as well as recent developments in the field that promise even higher performance fs fiber lasers for approximately the same cost and ease of construction.