2 papers
eess.SP2026
Massive MIMO CSI Feedback with Spiking Neural Networks
Yanzhen Liu, Geoffrey Ye Li
Deep learning-based channel state information (CSI) feedback has achieved empirical success in massive multiple-input multiple-output (MIMO) systems. However, existing approaches l…
eess.SP2026
Enabling Green Wireless Communications with Neuromorphic Continual Learning
Yanzhen Liu, Zhijin Qin, Yongxu Zhu +1
The pursuit of carbon-neutral wireless networks is increasingly constrained by the escalating energy demands of deep learning-based signal processing. Here, we introduce SpikACom (…