The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning

8 March 2021

Papers citing "The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning"

5 / 5 papers shown

Title
Bayesian RG Flow in Neural Network Field Theories Jessica N. Howard Marc S. Klinger Anindita Maiti A. G. Stapleton 60 1 0 27 May 2024
Towards provably efficient quantum algorithms for large-scale machine-learning models Junyu Liu Minzhao Liu Jin-Peng Liu Ziyu Ye Yunfei Wang Yuri Alexeev Jens Eisert Liang Jiang 61 51 0 06 Mar 2023
The edge of chaos: quantum field theory and deep neural networks Kevin T. Grosvenor R. Jefferson 17 22 0 27 Sep 2021
Towards quantifying information flows: relative entropy in deep neural networks and the renormalization group J. Erdmenger Kevin T. Grosvenor R. Jefferson 46 17 0 14 Jul 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 11 32 0 06 Jul 2021