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Modern Deep Learning Architectures — past-year questions

Deep Learning (CSC701) · Semester 7 · Module 4 · AIML & Data Science

5 past-year questions on Modern Deep Learning Architectures have appeared in Mumbai University CSC701 papers between 2023–2026, 5 times in total. Every question is shown in full below with its marks and repeat count. Model answers require a free account.

Questions asked on Modern Deep Learning Architectures

  1. 1.

    Explain the architecture of AlexNet with a diagram. Explain the significance of ReLU activation and Dropout regularization in AlexNet.

    10M1× seenlast asked 2026
  2. 2.

    Draw and explain any two modern deep learning architectures.

    10M1× seenlast asked 2025
  3. 3.

    Explain and analyze the architectural of ResNet Convolution Neural Network.

    10M1× seenlast asked 2025
  4. 4.

    Explain and analyze the architectural of AlexNet Convolution Neural Network.

    10M1× seenlast asked 2024
  5. 5.

    Describe LeNET architecture.

    10M1× seenlast asked 2023

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