Direct Encoding

Q1: Why it’s called Direct Encoding, there is Undirect Encoding ? If yes what is that?

Q2: In Predictive Sparse Decomposition’s equation how the h is computed here ?  And how the choice of fa affected the behavior of encoder?

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