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Investigate the use of back-propagation learning employing a sigmoidal nonlinearity to achieve one-to-one mappings, as described here:
For each mapping, do the following:
(a) Set up two sets of data, one for network training, and the other for testing.
(b) Use the training data set to compute the synaptic weights of the network, assumed to have a single hidden layer.
(c) Evaluate the computation accuracy of the network by using the test data
Use a single hidden layer, but with a variable number of hidden neurons. Investigate how the network performance is affected by varying the size of the hidden layer.
An SSB generator has a 9 MHz carrier and is used to pass voice frequencies in the 300- to 3300-Hz range. The lower sideband is selected. What is the approximate center frequency of the filter needed to pass the lower sideband.
The function f(t) is given as f(t) = [cost] -infinity
The circuit should stay idle with low output, when the button (B) is not pushed (not asserted).Draw the state diagram, and circuit logic diagram. Use minimal number of external gates. [Hint: Use positive edge triggered D flip-flops]
Explain the relationship between the input and the output ac signals for a n-channel BJT voltage-divider bias. What components/parameters does the voltage gain depends on
What RF bandwidth must the radio link provide if the modulation is binary phase shift keying (BPSK)?
Explain the Configurations and Characteristics Of Distribution Substations with Figures showing small, medium, and large substations .
A rectuangular coil having area 5 X 10^-4 m^2 and 60 turns in pivoted about one of its vertical sides. The coil is in a radial horizontal feild of 90 G. What is the torsional constant of the hair spring connected to the coil.
Explain the conditions of diode in forward and reverse biased?
Derive the dynamic model and average value circuit of a buck converter assuming the ESRs of the inductor and capacitor are not equal to zero.
two λ/2 dipoles are placed parallel to each other and spaced by a distance d = .15 λ , they are fed with antiphase currents so that I2=-I1=.7 Ampere, i- find the power radiated by the system taking into account the mutual impedance betwen the dipol..
Design a Stream Detector to identify "000" from the input bit stream x, the output y is "1" when "000" is detected; otherwise the output is "0" you can use any flip flops in the Designs. But the standard sequential logic design procedure should be..
Report any file problem from main. If the array was filled, show the boat information in the order of the data file (unsorted).
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