i. How many neurons are required in each layer? ii. What are the dimensions of the first-layer and second-layer weight matrices? iii. What kinds of transfer functions can be used each layer? iv. Are...


i. How many neurons are required in each layer?<br>ii. What are the dimensions of the first-layer and second-layer weight<br>matrices?<br>iii. What kinds of transfer functions can be used<br>each layer?<br>iv. Are biases required in either layer?<br>E2.5 Consider the following neuron.<br>Input<br>General Neuron<br>a=f(wp+b)<br>Figure P15.1 General Neuron<br>Sketch the neuron response (plot a versus p for -2<p<2) for the following<br>савен,<br>i. w = 1,b = 1,f = hardlims.<br>ii. w = -1, b = 1,/ = hardlims.<br>iii. w = 2, b = 3, f = purelin.<br>iv. w = 2, b = 3, f = sarlins.<br>v. w = -2, b = -1,/= poslin.<br>E2.6 Consider the following neural network.<br>Input<br>Sat. Linear Layer<br>Linear Layer<br>w.<br>a<br>w.<br>b',<br>a'- satlin(W'p+b')<br>a- purelin(W'a'+b')<br>w = 2, w, = 1, b; = 2, bị = -1, w, = 1, w, = -1, 6; = o<br>Sketch the following responses (plot the indicated variable versus p for<br>-3 <p<3).<br>i. n.<br>ii. aj.<br>ii. n<br>iv. a.<br>v. n.<br>vi. af.<br>

Extracted text: i. How many neurons are required in each layer? ii. What are the dimensions of the first-layer and second-layer weight matrices? iii. What kinds of transfer functions can be used each layer? iv. Are biases required in either layer? E2.5 Consider the following neuron. Input General Neuron a=f(wp+b) Figure P15.1 General Neuron Sketch the neuron response (plot a versus p for -2
Jun 10, 2022
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