CSI feedbackdeep learningfully connected feedforward neural networkIn modern wireless communication systems,the accurate acquisition of channel state information(CSI)is critical to the performance of beamforming,non-orthogonal multiple access(NOMA),etc.However,with the application of massive MIMO in 5G,...
Verification tool for feedforward fully-connected and convolutional netwotks with ReLU activations. - vas-group-imperial/venus2
Feedforward neural networkCascade correlation networkConvergenceOrthogonal least squaresIn this paper, a novel constructive algorithm, named fast cascade neural network (FCNN), is proposed to design the fully connected cascade feedforward neural network (FCCFNN). First, a modified index, based on the...
Fully connected fixed feedforward neural networks possess pattern recognition properties that make them well suited for use in automatic target recognition systems. Their application is hindered, however, by the lack of a training algorithm, which reliably finds a nearly global optimal set of weights ...
Power plant condenser performance forecasting using a non-fully connected artificial neural network[J] . Energy . 2001 (1)PrietoM M; Montafies E;.Power Plant Condenser Performance Forecasting Using a Non-Fully Connected Artificial Neural Network.Energy.2001.65-79...