Appendix

Neural Information Processing Systems 

The appendix is organized as follows. Appendix A Proofs related to activation patterns and activation regions. Appendix B Proofs related to the numbers of regions attained with positive probability. Appendix D Proofs related to the expected volume of activation regions. Appendix E Proofs related to the expected number of activation regions.

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