Question: With a matrix multiplication Here is how a neural network layer, processing a collection of images, can be represented by a matrix multiplication: Please clarify

With a matrix multiplication
Here is how a neural network layer, processing a collection of images, can be represented by a matrix multiplication:
Please clarify why the weights matrix W has dimensions 10784; explain what each dimension corres ponds to and how it is used to represent the summations / multiplications in the logit.
 With a matrix multiplication Here is how a neural network layer,

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