Quantum Convolution Layer - Deepstash
Quantum Convolution Layer

Quantum Convolution Layer

  1. The quantum convolution layer can be constructed as shown in the diagram below. The following is an explanation of how the concept works:
  2. During the encoding process, the pixel data corresponding to the filter size is stored in qubits.
  3. Filters in learnable quantum circuits can detect the hidden state from the input state.
  4. The decoding process obtains new classical data by measuring.
  5. To finish the new feature map, repeat steps 1–3 once more.

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