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Table P9.15 presents a summary of the renormalized SOM algorithm; a brief description of the algorithm is given in Section 9.3.
Compare the conventional and renormalized SOM algorithms, keeping in mind the following two issues:
1. the coding complexity involved in algorithmic implementation;
2. the computer time taken to do the training.
Illustrate the comparison between these two algorithms using data drawn from a uniform distribution inside a square and the following two network configurations:
(a) a one-dimensional lattice of 257 neurons;
(b) a one-dimensional lattice of 2,049 neurons
In both cases, start with an initial number of code vectors equal to two.
A 1900x10^(-6)F capacitor, intially cahrged to 120V, is discharged by a steady state of 120x10^(-6)A how long does it take to discharge the capacitor to 0V
A photoresistor is connected series to a battery of 10 V with internal resistance of 5 Ohms. The ohmic resistance of the photoresistor changes by time through the day and expressed as: RLDR=20-(10/t) .
Design channel coding performance simulator that compares two channel coding technique X and Y . You can provide pseudocode or block diagram of the simulator.
In a piezo electric accelrometer circuit which is being used to find out the effect of load capacitance a coaxial lead is used instead of a normal 'unshielded' wire, why is a coaxial lead used
Find the first 10 coefficients Xn, x = 1,2.....,10 in exponential Fourier series expansion of a 1 kHz periodic rectangular pulse train with a base-to-peak voltage of 0 to k volts and a pulse width of k/10 for k = 1,2,10.
In an opinion column in the Wall Street Journal, Martin Feldstein of Harvard University argued with respect to quantitative easing that, "low interest rates are generating excessive risk-taking by banks and other financial investors." He also warn..
A boost converter has 5 V input and 12 V output at 60 W. The diode is ideal. The transistor requires 1 us to turn on and off. The switching frequency is 100 kHz. The storage components are large.
Five 1.5-V batteries in series are required to operate an 8.0 Wportable radio. What is the current flow What is the equivalent circuit resistance
A cloud company has 20 computers total. Out of the 20 computers, 9 run web servers and 12 host databases. Furthermore, 8 machines offer file sharing. Note that a particular machine can offer multiple services.
a) Find the two values of vGS that give there spective limiting values of resistance b) Estimate the maximum permissible amplitude ofvDS for this resistor to operate as a linear device
The output SNR of a 13-bit PCM was found to be insufficient at 30 dB. To achieve the desired SNR of 42 dB, it was decided to increase the number of quantization levels L. Find the fractional increase in the transmission bandwidth required for this..
Design a PD Controller G_c(s) = K_p + K_d*s using the root-locus method such that the closed-loop system has a damping ratio, zeta = 0.7 and a natural frequency, omega_n = 0.5 rad/sec.
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