Spiking neural networks with progressive residual encoding deliver energy-efficient CSI feedback in massive MIMO, competitive with transformers at over 93% lower energy consumption.
Distributed compressive CSIT estimation and feedback for FDD multi-user massive MIMO systems
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Massive MIMO CSI Feedback with Spiking Neural Networks
Spiking neural networks with progressive residual encoding deliver energy-efficient CSI feedback in massive MIMO, competitive with transformers at over 93% lower energy consumption.