9 citations · 24 across the 5 of their papers we have counts for
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cs.LG2019★ 9 cited
Analysis of Memory Capacity for Deep Echo State Networks
Xuanlin Liu, Mingzhe Chen, Changchuan Yin +1
In this paper, the echo state network (ESN) memory capacity, which represents the amount of input data an ESN can store, is analyzed for a new type of deep ESNs. In particular, two…
cs.IT2019★ 3 cited
Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A Double Q-Learning Approach
Xuanlin Liu, Mingzhe Chen, Changchuan Yin
In this paper, the problem of trajectory design of unmanned aerial vehicles (UAVs) for maximizing the number of satisfied users is studied in a UAV based cellular network where the…