A reinforced reservoir computer aided by an external asymmetric dual-path-filtering cavity laser
Chaos, characterized by irregular, stochastic-like and occurring in deterministic systems, is
widely used in meteorology, life sciences, and physics. Precise chaos predictions are crucial …
widely used in meteorology, life sciences, and physics. Precise chaos predictions are crucial …
Low complexity deep neural network equalizer based on the multi-source domain transfer learning in IMDD system
X Fang, M Bi, Z Li, L Jin, G Yang, J Shang, M Hu - Optics Express, 2024 - opg.optica.org
In this paper, we demonstrate a newly designed multi-source domain transfer learning
(MST) scheme to reduce the training cost of deep neural network (DNN) based equalizer in …
(MST) scheme to reduce the training cost of deep neural network (DNN) based equalizer in …
Experimental Investigation of Nonlinear Vector Autoregressor-Based Channel Equalization for IM/DD Transmission With Silicon Microring Modulators
To meet the bandwidth and power demands of data center interconnects, multiple microring
modulators (MRMs) integrated on a single chip can be combined with efficient digital signal …
modulators (MRMs) integrated on a single chip can be combined with efficient digital signal …
Multi-Symbol Reservoir Computing-based Equalization for PAM-4 IM/DD Transmission
Inter-symbol interference (ISI) induced by chromatic dispersion combined with square-law
detection is a key impairment in intensity-modulated and directly detected (IM/DD) links. The …
detection is a key impairment in intensity-modulated and directly detected (IM/DD) links. The …
256 GBaud C-band RRM-based OOK Transmission Using CNN-GRU and Bi-LSTM Equalization
Ring resonator-based modulators are essential in high-speed intra-data center
communication links, providing efficient modulation with high bandwidth and low power …
communication links, providing efficient modulation with high bandwidth and low power …