Question# 01: Consider the simple neural network below: 0.1 Input A = 0.1 0.2 0.5 Output 0.3 Input B= 0.7 0.1 0.2 Assume that the neurons have a Sigmoid activation function, Target value is 1 and learning rate is also 1. Perform the following task: a) Perform a forward pass on the network. b) Perform a reverse pass (training) once. c) Perform a further forward pass and comment on the result.

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
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Question# 01: Consider the simple neural network below:
Input
A = 0.1
0.1
0.2
0.5
Output
0.3
Input
B= 0.7
0.1
0.2
Assume that the neurons have a Sigmoid activation function, Target value is 1 and
learning rate is also 1. Perform the following task:
a) Perform a forward pass on the network.
b) Perform a reverse pass (training) once.
c) Perform a further forward pass and comment on the result.
Transcribed Image Text:Question# 01: Consider the simple neural network below: Input A = 0.1 0.1 0.2 0.5 Output 0.3 Input B= 0.7 0.1 0.2 Assume that the neurons have a Sigmoid activation function, Target value is 1 and learning rate is also 1. Perform the following task: a) Perform a forward pass on the network. b) Perform a reverse pass (training) once. c) Perform a further forward pass and comment on the result.
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