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Machine-Intelligence-Watanebe

Machine Intelligence Watanabe is reminded of a phrase in the music that follows.

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Input Midi pharase

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Output Midi pharase

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How it works

Machine Intelligence Watanabe uses is Hierarchical Temporal Memory.

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Hawkins, J. et al. 2016-2020. Biological and Machine Intelligence.

Release 0.4. Accessed at numenta.

Requierment

Usage

data pre-processing

The Midi file, which is the basis of the learning data, was downloaded from the following site.

FreeMidi.org

Extract the data with "Music21".

Encode

Converts "MIDI note number" and "Quarter length" to SDR format.

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Spatial Pooling

Input SDR is learned by spatial pooling.

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Temporal Memory

Active SDR is learned by Temporal Memory.

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Predictor

Active cells learned by Predictor.

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