gs gs127 Feedforward Neural Networks - Pattern Mapping - Quiz No.1
gs gs127 SQLite Quiz
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Question 2: What is a mapping problem?
when no restrictions such as linear separability is placed on the set of input – output pattern pairs
when there may be restrictions such as linear separability placed on input – output patterns
when there are restriction but other than linear separability
none of the mentioned
Question 4: What is the objective of pattern mapping problem?
to capture weights for a link
to capture inputs
to capture feedbacks
to capture implied function
Question 5: To provide generalization capability to a network, what should be done?
all units should be linear
all units should be non – linear
except input layer, all units in other layers should be non – linear
none of the mentioned
Question 6: What is the objective of pattern mapping problem?
to capture implied function
to capture system characteristics from observed data
both to implied function and system characteristics
none of the mentioned
Question 8: The nature of mapping problem decides?
number of units in second layer
number of units in third layer
overall number of units in hidden layers
none of the mentioned
Question 9: How is hard learning problem solved?
using nonlinear differentiable output function for output layers
using nonlinear differentiable output function for hidden layers
using nonlinear differentiable output function for output and hidden layers
it cannot be solved
Question 10: The number of units in hidden layers depends on?
the number of inputs
the number of outputs
both the number of inputs and outputs
the overall characteristics of the mapping problem
