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A portrait of neural networks A Perceptron is a unique neural network and is programmatically generated from over 100 traits, including layers, neurons, activation functions, and various visual features. The artwork is a visual representation of the neural network architecture. Think of it as the portrait of a neural network. While most of us use neural networks as a black box today, we hope through this work, people will understand more about how neural networks operate behind the scenes.