Sourya Dey

First Name: 
Sourya
Last Name: 
Dey

Datasets & Analysis

We present two synthetic datasets on classification of Morse code symbols for supervised machine learning problems, in particular, neural networks. The linked Github page has algorithms for generating a family of such datasets of varying difficulty. The datasets are spatially one-dimensional and have a small number of input features, leading to high density of input information content. This makes them particularly challenging when implementing network complexity reduction methods.

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  • Communications
  • Last Updated On: 
    Mon, 09/23/2019 - 17:18