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...

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

Extracted 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.

Jun 10, 2022

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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...

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