MARKING SCHEME
Assignment 2: Neural Networks and Fuzzy Logic
Student Name: Mark:
| Requirement | Criteria | Comment |
| Standard “Declaration of Originality” cover page as provided by the Faculty |
At front of report, completed and signed |
Yes/no |
| Question 1 1.1 Neural Network: Back Propagation |
• Presentation • W (2) • W (2) • Calculation/software code |
/20 |
| Question 1 1.2 Neural Network: Training and Test |
• Presentation • W (1201) • W (1201) • Cycle error curve • Software code • Classify the test character • Discussion |
/30 |
| Section 2 2.1 Convolutional NN: CNN design |
• Presentation • Testing result (accuracy>70%) • Software code • Discussion |
/30 |
| Section 2 2.2 Hyperparameters of CNN optimisation |
• Presentation • Hyperparementer optimisation • Testing result (accuracy>75%) • Analysis and Discussion • Software code |
/20 |
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