MLP study 1
Duration - 5:30
Instrumentation - eight-channel fixed media
Sonification of a 25-parameter dropout layer in a multilayer perceptron architecture training on one epoch of the MNIST dataset. Each parameter is mapped to the frequency a different oscillator as it adapts to become an accurate classifier of handwriting samples by the end of the track.