Even though Multilayer Feed-Forward Neural Networks are widely used in various fields, they have inherent limitations.
Even though Multilayer Feed-Forward Neural Networks are widely used in various fields, they have inherent limitations.
Match the listed limitations in Column A with their corresponding implications or effects in Column B.
Column A (Limitation):
1. Absence of cycles (no feedback connections)
2. Information about neighborhood may be lost
3. Lack of support for back propagation
4. Need to recompute all steps when data changes
Column B (Implication / Effect):
a. The network cannot correct earlier-stage errors through back propagation
b. Causes repetitive reprocessing of all computation steps
c. Prevents the model from retaining temporal or contextual dependencies
d. Leads to inefficiency in iterative learning or dynamic input updates
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Correct answer: (A) 1–c, 2–d, 3–a, 4–b