Complexity Explorer Santa Fe Institute

Fundamentals of Machine Learning

Lead instructor: Brendan Tracey & Artemy Kolchinsky

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9.1 Why do Deep Neural Networks Succeed? » Quiz

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Question 1

Select true or false for all of the following developments which first led to the growth of deep learning in the early 2010s:

(a)

Appearance of the first machine learning competitions

(b)

Neural networks with more connections per neuron

(c)

Neural networks with more layers

(d)

Neural networks with more structured connectivity patterns

(e)

The appearance of book about neural networks by Minsky & Papert

(f)

Growing prevalence of large training datasets

(g)

Increasingly fast hardware, especially graphics cards (GPUs)

(h)

Increased investment from government research funding bodies