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WebbGeoffrey Hinton University of Toronto & Google Brain [email protected] ABSTRACT We systematically explore regularizing neural networks by penalizing low entropy output distributions. We show that penalizing low entropy output distributions, which has been shown to improve exploration in reinforcement learning, acts as WebbGästforskare, Ekonomisk-historiska institutionen. Postdoc, Centrum för miljö- och klimatvetenskap (CEC) Telefon +46703520289. E-postadress jennifer.hinton @ cec.lu. se. Översikt. Projekt (1) Liknande profiler (1) Om du gjort några ändringar i Pure kommer … WebbImageNet Classification with Deep Convolutional Neural Networks, 2012. (Authors: Alex Krizhevsky, Ilya Sutskever, Geoffrey Hinton. University of Toronto, Canada.) With 60M parameters, AlexNet has 8 layers — 5 convolutional and 3 fully-connected. They were the first to implement Rectified Linear Units (ReLUs) as activation functions. ILSVRC-2013 forest hills skilled nursing facility