Practical Machine Learning

by Sven Mayer

Lecture 16: RecurrentNeuralNetwork

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Data set

http://sipi.usc.edu/had/

Mi Zhang and Alexander A. Sawchuk, "USC-HAD: A Daily Activity Dataset for Ubiquitous Activity Recognition Using Wearable Sensors", ACM International Conference on Ubiquitous Computing (UbiComp) Workshop on Situation, Activity and Goal Awareness (SAGAware), Pittsburgh, Pennsylvania, USA, September 2012. DOI: https://dl.acm.org/doi/10.1145/2370216.2370438

Single RNN Layer

Two-layer RNN Layer

LSTM Model