Given neural network with some weights and connections Activation functions in all layers except input layer are sigmoid ( 1 (1 exp( x)) ) All bias (threshold) units have weights of 1 Now calculate output of each of the the neural network nodes (including output node) using given weights X 0 5 Y 0 Z 5 WXA 2 WYA 2 WYB 1 WZC 0 2 WAD 1 WBD 1 5 WCD 1 w XA A WAD Wya 1 WyB w BD Y B w 160 Wzo ZC Z 1

The Answer is in the image, click to view ...

Question: Given neural network with some weights and connections. Activation functions in all layers except input layer are sigmoid ( 1/(1+exp(-x)) ). All bias (threshold) units

Given neural network with some weights and connections. Activation functions in all layers except input layer are sigmoid ( 1/(1+exp(-x)) ). All bias (threshold) units have weights of 1.

Given neural network with some weights and connections. Activation functions in all

Now calculate output of each of the the neural network nodes (including output node) using given weights:

X=0.5

Y = 0

Z = 5

WXA = 2

WYA = 2

WYB = 1

WZC = 0.2

WAD = 1

WBD = 1.5

WCD = -1

w XA A WAD Wya -1 WyB w BD Y B w -160 Wzo ZC Z -1

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Jupyter Notebook Now that we have tried our hand at some single-layer nets, let's see how they stack up compared to multi-layer nets. :) We will be exploring the basic concepts of learning non-linear...

Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to...

Q1: Consider an RBF network with four input units, two neurons with Gaussian function in its hidden layer, and one output unit with linear activation function. The values of the network parameters...

b) Consider the multilayer perceptron neural network model in Figure 1 for Short-Term Load Forecasting (STLF) problem. The input neuron, the 1st hidden layer and the output neuron use linear...

( a ) Figure 1 below plots the loss when batch gradient descent is used for training. Which optimizers plots the loss in figure 2 and 3 . [ 1 ] Figure 1 ( b ) You are given a simple neural network...

(a) do desce -20219 optimizers plots the loss in figure 2 and 3. 20233 0-20242 7130-2021 sc + descent is used for training. Which 2021sc0419 Figure 1 3/07/30-2021sc04196-84446-2023/07/30-0 446-2023...

Use a fully connected two layer neural network to classify the same dataset of Hw#1 (for both questions). The first layer (input layer) has four neurons and the second layer (output layer) has only...

Template code below: ###add lines to import modules as needed ## def build _ model 1 ( ) : model = None # Add code to define model 1 . return model def build _ model 2 ( ) : model = None#add code to...

( a ) Figure 1 below plots the loss when batch gradient descent is used for training. Which optimizers plots the loss in figure 2 and 3 . ( a ) Figure 1 below plots the loss when batch gradient...

Silicon Valley serves as a global center for high technology, innovation, and social media. Various cutting-edge companies there produce new ideas, products, services and business models day in and...

A solution is 0.200 M in Co2+ and 0.0650 M in Cd2+.Calculate the cathode potential needed to lower the Co2+ concentration to 1.00*10^-5 M

3. If Jenny Perez is single and in the 28 percent tax bracket, calculate the tax associated with each of the following transactions using the IRS regulations for capital gains in effect in 2005: a....

Currently, cryptocurrencies have a number of additional disadvantages that makes them not preferable to central bank-managed currencies. Choose all that apply. The sovereign do not accept them as...

5. Cablevision developed an e-learning course that taught salespersons how to increase the number of cable television subscribers, thereby increasing revenue. The company wants to know if...

6. The 100-employee information technology department of a financial services company had a high turnover rate. A survey of employees revealed that the reason most left was dissatisfaction with the...

7. Go to www.roiinstitute.net, the web site for ROI Institute, Inc., the leading resource on research, training, and networking for practitioners of the Phillips ROI Methodology.TM Click on Tools....