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Coherent ICA
In combining the Info max and Imax contributions to the objective function J(Wα, Wb), we bypassed the need for including regularization that provides a tradeoff between the Info max and Imax components we did so in order to simplify the formulation of the ICA algorithm. How could this objective function be modified to preserve the statistical dependence between the outputs of networks α and b, yet include regularization in the objective function? What are the implications of this extension?
A silicon p-n-p transistor has impurity concentrations of 5*10^18, 2*10^17, and 10^16 cm^-3, diffusion constants of minority carriers 52, 40, and 115 cm^2/s and minority lifetimes of 10^-8, 10^-7, and 10^-6 in the emitter
To identify the tank, you need to see what kind of barrel is on the tank and Is the beam diverging or collimated leaving the exit aperture of the system
Design the minimum-cost circuit and compare its cost with combined costs of two circuits that implement f and g separately. Assume that the input variables are available in both uncomplemented and complemented forms.
a. Identify which doping level was intended for the emitter, for the base, and for the collector. b. Assuming the intrinsic carrier concentration (ni) in silicon to be 1010cm-3, calculate the Fermi Energy, EF, relative to the intrinsic Fermi energ..
Which material would be the most appropriate for the target in the head of a linac based only on ability to produce brehmsstrahlung
Using your knowledge of ‘State Machine' design from logic design principles, draw the state diagram for the 2-bit down-counter, generate the state transition table, the flip-flip input equations for D Flip Flop, and finally the logic diagram of th..
A common source amplifier utilizes a mosfet for which Va= 12.5 V and is operated at Vov= .25V. What is the value of (gmro) The amplifier feed a load resistance RL= 15Kohms. The designer selects RD=2RL. If its required to realizes an overall voltag..
A copper busbar 10cm wide, 5 mm thick, and 10 m long carries a current of 2kA, Calculate the voltage drop if the temperature of the busbar is 120 degree. What is the power loss per meter
implement a high-speed multiplier which will multiply two 2-bit binary numbers b1b0 and c1c0 using a 16x4 prom lookup
A plane wave is propagating along the z direction in a medium witha propagation coefficient (gamma) equal to (0.004+j2.5) a) What is the phase shift (in degrees) in the electric fieldfor two points along the z axis separated by 10 m.
The voltage and current at the terminals of the circuit element are zero for t 40s. in the interval between 0 and 40 s the expressions are v=t(1-.025t) V, 0i=4-.2t A, 0 a.)at what instant of time is the power being delivered to the circuit element ..
Determine the distance from a parabolic reflector of diameter D=10 m to the boundary of the far-field region. The antenna is being used to transmit a 4.1 GHz signal.
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