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A Mathematical Motivation for Complex-valued Convolutional Networks

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DataCite Commons2026-01-07 更新2025-04-16 收录
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A complex-valued convolutional network (convnet) implements the repeated application of the following composition of three operations, recursively applying the composition to an input vector of nonnegative real numbers: (1) convolution with complex-valued vectors followed by (2) taking the absolute value of every entry of the resulting vectors followed by (3) local averaging.
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TIB
创建时间:
2024-12-16
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