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- W4311000577 abstract "Ordinary Deep Learning models require having the dimension of their outputs determined by a human practitioner prior to training and operation. For design tasks, this places a hard limit on the maximum complexity of any designs produced by a neural network, which is disadvantageous if a greater allowance for complexity would result in better designs. In this paper, we introduce a methodology for taking outputs of non-finite dimension from neural networks, by learning a neural waveform, and then taking as outputs the coefficients of its Fourier series representation. We then present experimental evidence that neural networks can learn in this setting on a toy problem." @default.
- W4311000577 created "2022-12-22" @default.
- W4311000577 creator A5082085814 @default.
- W4311000577 date "2022-08-17" @default.
- W4311000577 modified "2023-10-17" @default.
- W4311000577 title "Designing with Non-Finite Output Dimension via Fourier Coefficients of Neural Waveforms" @default.
- W4311000577 doi "https://doi.org/10.48550/arxiv.2212.04351" @default.
- W4311000577 hasPublicationYear "2022" @default.
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