Multi-hop amplify-and-forward relaying enables near-perfect over-the-air realization of fully-connected neural layers via joint optimization of precoders, combiners, and relay gains under power constraints.
A radio-frequency-based 2- d convolutional layer using transmissive intelligent surfaces
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Realization of a Fully Connected Neural Layer Over-the-Air through Multi-hop Amplify-and-Forward Relays
Multi-hop amplify-and-forward relaying enables near-perfect over-the-air realization of fully-connected neural layers via joint optimization of precoders, combiners, and relay gains under power constraints.