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by medo-bear 1719 days ago
not books but there are quite a few interesting and accessible papers. here is one

Pearlmutter, B.A. and Siskind, J.M., `Reverse-Mode AD in a Functional Framework: Lambda the Ultimate Backpropagator,'

http://www.bcl.hamilton.ie/~qobi/stalingrad/