Q3) A single-layer neural network is to have six inputs and two outputs. The outputs are to be limited to and continuous over the range 0 to 1. What can you tell about the network architecture? Specifically: A. How many neurons are required? B. What are the dimensions of the weight matrix? C. What kind of transfer functions could be used? D. Is a bias required?

Principles of Instrumental Analysis
7th Edition
ISBN:9781305577213
Author:Douglas A. Skoog, F. James Holler, Stanley R. Crouch
Publisher:Douglas A. Skoog, F. James Holler, Stanley R. Crouch
Chapter3: Operational Amplifiers In Chemical Instrumentation
Section: Chapter Questions
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Q3) A single-layer neural network is to have six inputs and two outputs. The
outputs are to be limited to and continuous over the range 0 to 1. What can you
tell about the network architecture? Specifically:
A. How many neurons are required?
B. What are the dimensions of the weight matrix?
C. What kind of transfer functions could be used?
D. Is a bias required?
Transcribed Image Text:Q3) A single-layer neural network is to have six inputs and two outputs. The outputs are to be limited to and continuous over the range 0 to 1. What can you tell about the network architecture? Specifically: A. How many neurons are required? B. What are the dimensions of the weight matrix? C. What kind of transfer functions could be used? D. Is a bias required?
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