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Sparse Sensor Placement Optimization for Classification A moth has a small number of nerves on its wings that inform its motion. The neuronal circuitry is rela
by vermarish 5y ago
Sparse Sensor Placement Optimization for Classification
A moth has a small number of nerves on its wings that inform its motion. The neuronal circuitry is relatively sparse, and so the location of these nerves is quite important (see [0] at 12:44). This inspired the development of an algorithm to optimize the positioning of a small number of pixel sensors to classify an image. For example, this can be used to train a model for the cat/dog classification problem using only 20 pixels.
[0]: https://youtu.be/zJ2z__5mepA?t=744 https://youtu.be/zJ2z__5mepA?t=744