Neural network fitting for PWM synthesis
While generating a neural network function for the given block The following error occured .What is the reason behind this and how to debug it net = network( ... 1, ... % numInputs, number of inputs, 2, ... % numLayers, number of layers [1; 0], ... % biasConnect, numLayers-by-1 Boolean vector, [1; 0], ... % inputConnect, numLayers-by-numInputs Boolean matrix, [0 0; 1 0], ... % layerConnect, numLayers-by-numLayers Boolean matrix [0 1] ... % outputConnect, 1-by-numLayers Boolean vector ); >> view(net); >> net.layers{1}.size=25; >> net.layers{1}.transferFcn = 'logsig'; >> view(net); >> net.layers{2}.size=3; >> net.layers{2}.transferFcn = 'logsig'; >> view(net); >> net.layers{3}.size=3; Error using network/subsasgn>network_subsasgn (line 169) Index exceeds the number of array elements (2). Error in network/subsasgn (line 14)
John Michell answered .
2025-11-20
net = network( ... 1, ... % numInputs, number of inputs, 2, ... % numLayers, number of layers [1; 0], ... % biasConnect, numLayers-by-1 Boolean vector, [1; 0], ... % inputConnect, numLayers-by-numInputs Boolean matrix, [0 0; 1 0], ... % layerConnect, numLayers-by-numLayers Boolean matrix [0 1] ... % outputConnect, 1-by-numLayers Boolean vector );
The network has only 2 layers.
>> view(net)
>> net.layers
ans =
2×1 cell array
{1×1 nnetLayer}
{1×1 nnetLayer}