supported by the National Natural Science Foundation of China(61305133);the Aeronautical Science Foundation of China grant number 2020Z023053002.
The status of an operator’s situation awareness is one of the critical factors that influence the quality of the missions.Thus the measurement method of the situation awareness status is an important topic to researc...
supported by the National Natural Science Foundation of China(No.61573285,No.61305133);the Fundamental Research Funds for the Central Universities(No.3102015BJ(Ⅱ)GH01,No.3102016CG002)
Most of the algorithms for training restricted Boltzmann machines(RBM) are based on Gibbs sampling. When the sampling algorithm is used to calculate the gradient, the sampling gradient is the approximate value of the ...
the National Natural Science Foundation of China(No.61573285,No.61305133);the Fundamental Research Funds for the Central Universities(No.3102015BJ(Ⅱ)GH01,No.3102016CG002)
We investigated two commonly used momentum algorithms, Classical momentum(CM) and Nesterov momentum(NM). We found that, when used in Restricted Boltzmann machine(RBM), they have two main problems: The first one is the...
supported by the National Natural Science Foundation of China(61305133);the Aeronautical Science Foundation of China(2016ZC53020);the Fundamental Research Funds for the Central Universities(3102017jg02015)
The increasingly complex battlefield environment requests much closer connection in a team having both manned and unmanned aerial vehicles(MAVs and UAVs). This special heterogeneous team structure causes demands for e...