Lingjia Liu

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

In this paper, we introduce a deep spiking delayed feedback reservoir (DFR) model to combine DFR with spiking neuros: DFRs are a new type of recurrent neural networks (RNNs) that are able to capture the …

Multivariate Legendre-SNN on Loihi-2 for Time Series Classification and 5G Jamming Detection

2026 · IEEE transactions on circuits and systems for artificial intelligence.

5G-&-Beyond technologies offer the promise of improved speed and bandwidth, ultra low latency, high network reliability, and have the potential to enable new applications and services. It only seems fitting to complement the transformative future …