Errata

These errors were present as of July 28, 2022 but may be fixed in subsequent printings. Please contact us if you find anything else!

• Page 42: in footnote 5, “Epilogue Epilogue” is replaced by “Epilogue”.
• Page 46: in the second paragraph, “λ tanh σ(z)” is replaced by “λ tanh(z)”.
• Page 108: in the second paragraph, “as a network get deeper” is replaced by “as a network gets deeper”.
• Page 124: in the third bullet point, “perturbation stays” should be replaced by “perturbation stay”.
• Page 167: in footnote 16, following from the previous page, “Epilogue Epilogue” is replaced by “Epilogue”.
• Page 321: in footnote 14, “Epilogue Epilogue” is replaced by “Epilogue”.
• Page 322: in footnote 16, “Epilogue Epilogue” is replaced by “Epilogue”.
• Page 328: in the top paragraph, “Epilogue Epilogue” is replaced by “Epilogue”.
• Page 336: in the last paragraph, “Epilogue Epilogue” is replaced by “Epilogue”.
• Page 338: in the second term in the second line of (∞.6), there is a missing factor of 1/2.
• Page 343: in the second paragraph containing (∞.29), “single input ddNTK” is replaced by “single-input ddNTK”.
• Page 426: in the top paragraph, “Epilogue Epilogue” is replaced by “Epilogue”.