Quantensysteme
ANN Journal Club
Sommersemester 2020
URL zum ICS-Kalender dieses Seminars
zoom
mittwochs 16:00 - 17:30
In this Journal Club we discuss recent works at the interface between machine learning, in particular artificial neural networks, and many-body physics. Topics include neural network quantum states, learning to detect phase transitions, machine learning approaches to quantum error correction, and many more.
22.4.2020 16:00 - 17:30
"Deep Autoregressive Models for the Efficient Variational Simulation of Many-Body Quantum Systems"
PHYSICAL REVIEW LETTERS 124, 020503 (2020)
Or Sharir ,1,* Yoav Levine,1,† Noam Wies,1,‡ Giuseppe Carleo,2,§ and Amnon Shashua1,∥
https: Moritz Reh
zoom
6.5.2020 16:00 - 17:30
Laurin Fischer
20.5.2020 16:00 - 17:30
Sebastian Syrkowski
zoom
3.6.2020 16:00 - 17:30
Sander M. Bohte, Joost N. Kok, Han La Poutré,
Error-backpropagation in temporally encoded networks of spiking neurons,
Neurocomputing, Volume 48, Issues 1–4, 2002, Pages 17-37, ISSN 0925-2312,
https://doi.org/10.1016/S0925-2312(01)00658-0 Julius Vernie
zoom
17.6.2020 16:00 - 17:30
Robert Klassert
zoom
1.7.2020 16:00 - 17:30
Martin Gaerttner
zoom
15.7.2020 16:00 - 17:30
Robert Klassert