ICSI (Complex Neural Networks)

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About this project

This project is a collaboration with the International Computer Science Institute and builds on the standard convolutional neural network stack by expanding the domain to the complex plane. To do this, the team has designed functions for each layer of the CNN which intelligently process complex-valued data. The project will involve developing complex analogs and extensions of the current theory of CNNs and the way the layers perform computation, and will apply the model to domains that are naturally modeled over the complex plane, such as in environmental sound classification.

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