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Deep Learning · MP neurons, perceptrons & towers

11 questions · 21 marks · 3 papers

Answer key

Indian Institute of Technology Madras

BS Degree Programme · Examination & Study Paper

Deep Learning

MP neurons, perceptrons & towers

Official Paper

Examination Instructions & Guidelines

Solve on notebook/paper first before checking solutions.
MCQ: Exactly 1 option is correct. Negative marking applies.
NAT: Numerical response. No negative marking.
Scientific calculator allowed for all calculations.
Official answer key is sealed at the end of this sheet.

Quiz 1 · 26 Oct 2025 (AN)Quiz 1

Q1MCQ4 Marks·Choose one option
Key ↓
1. A
2. B
3. C
4. D
5. E
Q2MCQ3 Marks·Choose one option
Key ↓
Which of the following statements best describes the primary representational advantage of a Multi-Layer Perceptron (MLP) over a Single-Layer Perceptron (SLP)?
1. AAn MLP can learn non-linear decision boundaries, allowing it to classify data that is not linearly separable.
2. BAn MLP converges faster than an SLP on linearly separable data because its hidden layers accelerate learning.
3. CAn MLP is less prone to overfitting than an SLP because it has more parameters to capture the data distribution.
4. DAn MLP can only be used for classification tasks, whereas an SLP can be used for both classification and regression.
Q3NAT3 Marks·Write the number
Key ↓
Your answer:
Read the passage below, then answer Q4–Q7
Based on the above data, answer the given subquestions.
Q4MCQ1 Mark·Choose one option
Key ↓
1. A
2. B
3. C
4. D
Q5MCQ1 Mark·Choose one option
Key ↓
1. A
2. B
3. C
4. D
Q6MCQ1 Mark·Choose one option
Key ↓
1. A
2. B
3. C
4. D
Q7MCQ1 Mark·Choose one option
Key ↓
1. A
2. B
3. C
4. D

End Term · 31 Aug 2025 (FN)End Term

Q8MCQ2 Marks·Choose one option
Key ↓
1. AXOR
2. BAND
3. COR
4. DNAND
5. ENone of these
Q9MCQ2 Marks·Choose one option
Key ↓
1. A
2. B
3. C
4. D

End Term · 13 Apr 2025 (AN)End Term

Read the passage below, then answer Q10–Q11
Based on the above data, answer the given subquestions.
Q10NAT2 Marks·Write the number
Key ↓
Find the value of x at which the tower attains its maximum value.
Your answer:
Q11NAT1 Mark·Write the number
Key ↓
Find the maximum value that the tower attains.
Your answer:

Official Key

Master Answer Key & Explanations

Official answer keys from IIT Madras BS past papers. Click any question to review.

Reveal Key

Q1E

Q2A

Q33

Q4A

Q5A

Q6A

Q7B

Q8C

Q9B

Q100

Q110.6

Questions and answer keys are reproduced from the official IIT Madras BS papers. Topics and repeated question types are BTechi’s own grouping. BTechi is not affiliated with IIT Madras.