Majid Al-RaimiPhD notes / KFUPM

COE 592/Lecture 02Neural network fundamentals

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Parts6

Neurons, weights and the fully connected layer5 concepts, slides 1-7
Convolution layers and their tensor shapes4 concepts, slides 8-15
Padding, stride, receptive field and grouped convolution4 concepts, slides 16-20
Pooling and what CNN filters learn4 concepts, slides 21-26
Batch, layer, instance and group normalization5 concepts, slides 27-38
Activation functions and the transformer6 concepts, slides 39-45

Majid Al-RaimiPractice quiz

COE 592Lecture 02Practice quiz

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