no code implementations • 7 Nov 2023 • Ewa Gudowska-Nowak, Maciej A. Nowak
In this mini-review, dedicated to the Jubilee of Professor Tadeusz Marek, we highlight in a popular way the power of so-called free random variables (hereafter FRV) calculus, viewed as a potential probability calculus for the XXI century, in applications to the broad area of cognitive sciences.
no code implementations • 15 Jun 2022 • Sabrina Camargo, Daniel A. Martin, Eyisto J. Aguilar Trejo, Aylen de Florian, Maciej A. Nowak, Sergio A. Cannas, Tomas S. Grigera, Dante R. Chialvo
The advent of novel opto-genetics technology allows the recording of brain activity with a resolution never seen before.
no code implementations • 24 Sep 2018 • Wojciech Tarnowski, Piotr Warchoł, Stanisław Jastrzębski, Jacek Tabor, Maciej A. Nowak
We propose that in ResNets this can be resolved based on our results, by ensuring the same level of dynamical isometry at initialization.
