R1 Consider a Perceptron whose output is given by h(wo+w1×1+W2X2), where x1, X2 are inputs and h() is the Heaviside(step) function.Assume this Perceptron is being trained on the data in the following table, and that the current values of the weightsare wo= -0.5, W1= -1 and w2= -2.Training Examplex1 x2 Class|-1-1 Neg2 1 Neg(a)(b)(c)|-2 2 PosIf the Perceptron Learning Rule is applied to the current weights, using training item (a) and a learning rate of n=1.0,the new values for wo, W1 and w2 at the end of this training step will be:* W:

The correct answer would be : W0 = -0.5, W1 = -2 and W2 = -8…

Answered: If the Perceptron Learning Rule is…

If the Perceptron Learning Rule is applied to the current weights, using training item (a) and a learning rate of n=1.0, the new values for wo, W1 and w2 at the end of this training step will be:

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

See similar textbooks

Similar questions

The voltage Vc (t) (in V) and the current i(t) (in Amp) after closing the switch in the circuit shown in Figure Q2 are given by: -v, (1 -e+) i(t) Vc (t) = V. (1 – e' Vo e R ic(t) T = RC where R = Resistance C = Capacitance Figure Q2 T = Time constant Consider the case where Vo = 30 V, R = 2000 N, and C = 3000 µF b) Assemble your user-defined function with necessary MATLAB code to obtain V, and ic when t = 20 s.
A sequential circuit has one input X and four outputs Z₁ Z₂ Z3 Z4. Z1 Z2 Z3 Z4 represents the gray code encoded number equal to the number of pairs of adjacent 1's that have been received as inputs. Use the gray code that is on page 22 of the textbook. For example, if the circuit had received 7 pairs of 1's as inputs, Z₁ Z2 Z3 Z4 = 1011. In addition, the circuit resets when the circuit receives 5 pairs of 1's. Find a Moore state graph and table for the circuit. Examples Input sequence: Output sequences: X = 1 0 1 1 1 0 0 1 1 0 1 1 0 1 0 1 1 10 Z₁ = 0 0 0 0 0 0000000000100 Z₂ 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 Z3 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 - Z4 = 0 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 X 11111111 Input sequence: Output sequences: Z₁ = 0 0 0 0 0 100 Z2 0 0 0 0 1 100 = Z3 = 0 0 1 1 1 1 0 0 Z4 0 1 1 0 0 0 0 1 =
Take plot (4.5, 5) and write program for this code. Using matlab
You have developed and patented an entirely new analytical method for the detection of drugs in human blood. For cocaine, your approach yields a signal-to-noise ratio of 11 for a sample with a level of 10 nM of cocaine. What is your cocaine detection limit? Your method gives the average reading for the blank equal to zero and the maximum and minimum readings for the blank are +0.05 and -0.05 respectively.
With the MATLAB editor, please make a script m-file for the following: Simple harmonic motion is a mass connected at the end of a lossless spring. The position of the spring is defined by: y(t) = c1cos(ωt) + c2sin(ωt) Where The kinetic energy of the mass is defined by: And that c1 = 0.172 m, c2 = 0.012 m, k = 3.2 N/meter and m = 0.32 kgFor values of t from 0 to 8.25 sec in increments of 0.05 secMake variables c1, c2, k and m and assign valuesPlease Calculate the value of omega in rad/secFind the values of y in cm and KE in JoulesUsing subplots make two side by side plots within one figure:Display the results on a x-y scatter plot With t the independent variable plotted on the x axisAnd y the dependent variable plotted on the y axisInclude units within the labels Show the results on a x-y scatter plot With t the independent variable plotted on the x axisAnd KE the dependent variable plotted on the y axisInclude units within the labels
Write a matlab code for the following problem.
Implement the following Boolean function F(A, B, C, D)= m(1,4, 6, 7, 8,9, 12, 13,15) with: An 8x1 MUX. Assume that the inputs A, B, and C are used for the select lines.
Give the function f = x1· X2 · X4+x2 ·X3 · T4 + ¤ī • F2 · T3, a realization direct in an FPGA with LUTS with three inputs requires four LUTS. Show how it can be done using only 3 LUTS of three inputs. Mark the performance of each LUT with an expression representing the logical function that it achieves.
3. Model the differential equation x"(t) =-5x'(t)+ 2x(t)+ u(t) Where u(t) is a square wave with an amplitude of 1 and a frequency of Irad/sec. View the output using a Scope block.. Hint: See example-2, page (6-13).
Evaluate the DFT for the sequence x(n) = [ 0 , 1 , 1 , 0 ] , where n > 0, then draw the magnitude and the phase for X(K).
Please use matlab.
3. Assume that we have a CCD camera system that is cooled so that noise due to dark current is negligible. Then digitized pixel values will be given by D = (S+NA+NP) A+ No (1) where S is the signal in electrons, N₁ is the zero-mean amplifier noise source with variance 2, Np is the zero-mean photon noise with variance S, A is the gain of the amplifier, and No is the zero-mean quantization noise with variance o2. Assume that the noise sources are independent. a) Show that for a constant signal level S the expected value of D is μ = SA and the variance of D is given by where o=Aμ + o² o=A²0² +0₂ (2) (3) (4)