Question: A two-layer network with a single input, x, a sigmoidal hidden neuron, h, and a linear output neuron, o, has the following initial weights and

A two-layer network with a single input, x, a sigmoidal hidden

A two-layer network with a single input, x, a sigmoidal hidden neuron, h, and a linear output neuron, o, has the following initial weights and biases: Whx = 1, bn = 1, Woh = -2, b. = 1; An input/target pair is given to be (x = 1, t = 1). Find the squared error e? Find de? /awhx at the initial weights and biases P.S: bh and be represent the biases for the hidden neuron h and and the output neuron o. The error e is equal to (t-o) and dez/awhx de/awhx = 2e *

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!

Linear Neurons The following is a network of linear neurons- that is, neurons whose output is identical to their net input, x w (in other words, their output function that translates net input into...

2. (3] 1 point possible (graded, results hidden) Learning a new representation for examples (hidden layer activations) is always harder than learning the linear classifier operating on that...

Problem 1 . Consider a simple two - layer neural network with one input layer with two nodes, one hidden layer with two nodes, and one output layer with a single node which we saw in the previous...

Deep learning problem Please analyze the problem and explain it first The linearly nonseparable patterns X1,X2,,X10 listed below must be classified into two categories using a two-layer network....

Please solve all the above questions 4.1. What are the values of weights wo, wi, and w2 for the perceptron whose decision surface is illustrated in Figure 4.3? Assume the surface crosses the xi axis...

The question below is about the course Introduction To Deep Learning. We have already constructed a model but would like to check if we have it right. We would appreciate it if you could also...

6.5 Computer Science - Pattern Recognition THIS is the books DL content - http://extras.springer.com/2013/978-1-4614-5322-2 Follow the signals through the network, and find the required values of the...

Consider a two-layer network containing no hidden neurons. Assume that the network has q inputs and a single output neuron. Let x; denote the ith input signal and define the corresponding output as =...

2 (10 points): Using diagrams explain why a single perceptron cannot learn the Exclusive- OR (XOR) function and how a two-layer network of three perceptrons can do it. Draw a figure of this network...

This year, Neil Inc. exchanged a business asset for an investment asset. Both assets had a $932,000 appraised FMV. Neils book basis in the business asset was $604,600, and its tax basis was $573,000....

A swimmer moves through the water at an average speed of 0.22 m/s. The average drag force is 110 N. What average power is required of the swimmer?

Which one is not a factor affecting the risk structure of interest rates in United States: Group of answer choices default risk liquidity inflation expectations taxation Next

Seved Help 14 Wisconsin Snowmobile Corp. is considering a switch to level production Cost efficiencies would occur under level production, and aftertax costs would decline by $31,500, but inventory...

=+j Integrate existing employment laws and regulations, ethical standards, CSR, and corporate governance into IHRM policies and practices.

=+4 Is the decision-making process transparent and open for scrutiny?

=+3 Is the decision green in terms of pollution and the carbon footprint?