FPGA-based High-speed Reservoir Computing for MIMO Channel Prediction. - Chunxiao Lin; Ummay Sumaya Khan; Lingjia Liu 001; Yang Yi 002 (ICNC, 2026)

Reservoir Computing in Wireless Receive Processing: An Information Theoretic Perspective. - Shashank Jere; Lizhong Zheng; Ummay Sumaya Khan; Lingjia Liu 001 (IEEE J. Sel. Areas Inf. Theory, 2026)

Configuring RNN Weights for MIMO-OFDM Receive Processing: Informing RNN With Domain Knowledge. - Ummay Sumaya Khan; Lingjia Liu 001; Shashank Jere; Lizhong Zheng; Yang Yi 002 (IEEE Wirel. Commun. Lett., 2026)

When Learning Hurts: Fixed-Pole RNN for Real-Time Online Training. - Alexander Morgan; Ummay Sumaya Khan; Lingjia Liu 001; Lizhong Zheng (CoRR, 2026)