Nonlinear Data-Driven Instruments with Simple Artificial Neural Networks (MaxMSP) | Simon Hutchinson @SimonHutchinson
Nonlinear Data-Driven Instruments with Simple Artificial Neural Networks (MaxMSP) | Simon Hutchinson  @SimonHutchinson
Uploaded November 2023 | Updated September 2026, 2 weeks ago
Building a simple artificial neural network in Max/MSP for nonlinear, chaotic control of data-driven instruments.

I’ve talked before about data-driven instruments (youtu.be/NHufvylg0Vw?si=w4YJNH1cNHZP5CaB), and I’ve talked before about artificial neurons and artificial neural networks (youtu.be/SblYnu8OzEI), so here I combine the ideas to use a simple neural network to give some chaotic character to incoming data from a mouse and joystick before converting into into MIDI music. The ANN (Artificial Neural Network) reinterprets the data in way that isn't random, but also isn't linear, perhaps giving some interesting "organic" sophistication to our data-driven instrument.

In this video, I work entirely with musical control in MIDI, but these ideas could also apply to OSC or directly to any musical characteristics (like cutoff frequency of a filter, granular density, etc.).

More Max/MSP Videos: youtube.com/playlist?list=PL7w4cOVVxL6GB20i9BXQfRLFMUujYOoin
More Artificial Neurons and Neural Networks: youtube.com/playlist?list=PL7w4cOVVxL6GojicLv-6sTL-l63pVSPQP

0:00 Intro
1:43 [mousestate] for Data Input
2:58 Mapping a linear data-driven instrument
7:19 Making our Artificial Neuron
15:27 Simple ANN
20:06 Adding Feedback
22:23 Closing Thoughts, Next Steps

Logitech G Extreme 3D Joystick on amazon (affiliate link): amzn.to/3u7rHPb
Dr. Jeffrey Stolet’s book on data-driven instruments and electronic music performance (affiliate link): amzn.to/40vGfo1

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#neuralnetworks #maxmsp #datadriveninstruments #SoundSynthesis #sounddesign #ExperimentalMusic
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Nonlinear Data-Driven Instruments with Simple Artificial Neural Networks (MaxMSP) | Simon Hutchinson

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