Page, position | Error |
---|---|
27, Figure 19 | Since xi and xj are not normal vectors, replace xiTxj by xiTxj / ||xj|| in the diagram. |
48, line 4 | Delete the first sentence. The impact of McColloch-Pitts is not discussed in this edition's introductory chapter. |
51, line -12 | Replace wTx(n) by wT(n) x(n) |
51, line -11 | Replace wTx(n) by wT(n) x(n) |
51, line -7 | Replace w(n) - η(n)x(n) by w(n) + η(n)x(n) in this second line of equation (1.6). |
Whole proof 52, line 4 to 53, line 2 |
The proof deals only with training samples from
H1, and is thus incorrect.
To fix the proof, replace occurrences of
x(n)
by x(n)d(n), where
d is as defined on page 54, line -2. All terms in
the sequences are still positive, and the conclusion is the
same. This changes the following numbered equations: 1.7, 1.8, 1.9, 1.13, 1.14. |
55, line -2 | Replace is drawn from subspace H1 by corresponds to an object in class C1. |
56, line 2 | Replace observation vector x is drawn from subspace H1 by observation vector x corresponds to an object in class C1. |
56, line 5 | Replace is drawn from subspace H1 by corresponds to an object in class C1. |
56, lines -9, -5, and -1 | Replace subspace by subset. These subsets may or not satisfy the requirements of a vector subspace. |
60, figure | Replace fX(x|C1) by pX(x|C1) and replace fX(x|C2) by pX(x|C2) |
62, line 4 | Replace 20 by
2 here or, better yet, delete this line.
The phrase size of the weight vector is ambiguous since w may or may not include the bias. The information is redundant, since m is always the same as the input vector size and must be 2 in this case. |
62, Equation 1.39 | Replace x on the summation symbol by
x(n) and replace
(-wTx) in the sum by
(-wTx(n)d(n)).
Otherwise, samples from C2 will contribute negatively to the cost. |
62, Equation 1.40 | Replace x on the summation symbol by x(n) and replace (-x) in the sum by (-x(n)d(n)) |
65, Equation 1.42 | Replace x on the summation symbol by x(n) and replace x in the sum by x(n)d(n) |
66, line -7 | Replace classic look by classic book |
71, Equations 2.5 and 2.7 | Unless d and x are independent, replace p D(d) by p D|X(d|x) |
71, Equations 2.5 and 2.7 | Unless w and x are independent, replace p W(w) by p W|X(w|x) |
76, line 18 | Replace Problem 2.4 by Problem 2.3 |
80, line 6 | Replace rather the notion by rather than the notion |
89, line 5 | Note number 3 is not referenced in the text. |
126, line -4 | Replace multilayar by multilayer |
126, line 10 | Replace parallalization by parallelization |
131, line 9 | Replace ∂E(n) by -∂E(n) |
131, line 10 | Replace ∂E(n) by -∂E(n) |
140, Fig. 4.7 | The red circle at the intersection of the line below v1(1) and the line to the left of v3(1) should be deleted. |
141, Eq. 4.47 | Replace α[wji(l)(n-1)] by α[Δwji(l)(n-1)] |
153, line -2 | Replace l = 0, 1, 2, ... by l = 1, 2, ... |
173, line 21 | Footnote reference 10 is a duplicate here. It also appears on page 183. The reference to Kearns is missing in the notes and references at the end of the chapter. |
191, line 3 | Footnote reference 12 is a duplicate here. It also appears on page 192. The reference to the conjugate-gradient method is missing in the notes and references at the end of the chapter. |
211, Equation 4.168 | Reverse the labels Approximation error and Estimation error in this equation as per Boutton 2007. He states The estimation error is determined by the number of training examples and by the capacity of the family of functions. |
211, line -9 | Replace approximation by estimation. |
211, line -5 | Replace estimation by approximation The term is used correctly on page 214 line -4. |
212, Fig. 4.29 | Replace the label Bound on the approximation error by Bound on the excess error |
215, Eq. 4.171 | Reverse the labels Approximation error and Estimation error in this equation as per Boutton 2007. |
238, Eq. 5.15 | Replace x by d |
238, Eq. 5.16 | Replace x by d |
244, lines 8,11, Eq. 5.28 | Replace subscript ranges j = i to K by j = 1 to K |
245, Eq. 5.32 | Replace x1, x2, ..., xK by μ1, μ2, ..., μK |
245, Eq. 5.33 | Replace both occurrences of xj by μj |
247 Eq. 5.44 | Replace the denominator of the fraction, namely,
1 + φ(n)R-1(n-1)φ(n),
by
1 + φT(n)R-1(n-1)φ(n)
In addition, the numerator of the fraction, namely, R-1(n-1)φ(n)φT(n)R-1(n-1), should be replaced by R-1(n-1)φ(n)φT(n)R-1 T(n-1), else the note concerning the symmetry of R is unnecessary.
|
247, Eq. 5.45 | In keeping with the changes to Equation 5.44, it may be preferable to express the denominator of the fraction as P(n-1)φ(n)φT(n)PT(n-1) |
249, line -7 (unnumbered equation) | Replace x1, x2, ..., xK by μ1, μ2, ..., μK |
251, line -2 | Replace distancd by distance |
264, line 1 | Replace dictomy by dichotomy |
283, line -14 | Replace integretion by integration |
283, line -4 | Replace number by form. There are, in fact, infinitely many Mercer kernels. |
311, line -9 | Replace Fig. P6.24 by P6.25. |
311, line -6 | Replace Fig. P6.24 by P6.25. |
349, line 20 | Replace so a to include by so as to include |
350, line 13 | Replace adjancy by adjacency |
352, Equation 7.114 | Replace fTF by adjacency fTf |
354, line -6 to -5 |
In order for Equation 7.124 to work, all vectors must be length N.
Replace d = l-by-1 desired response vector = [d1, d2, ..., dl]T by d = N-by-1 desired response vector = [d1, d2, ..., dl, 0, 0, ..., 0]T |
355, line 1 | Replace L-by-L by N-by-N |
378, Equation 8.28 | Replace [ q1, q1, ..., qj] by [ q1, q2, ..., ql] |
403, Equation 8.109 | Replace λk by λr |
454, line -3 | Replace 0 ≤ yi by -∞ ≤ yi |
454, Eq. 9.34 | Replace log pyi by log pYi |
459, line 5 | Replace avereged by averaged. |
472, line 8 | Replace Γ(d, x) by Γ(α, x) |
521, Eq. 10.93, last line | Replace η[I - Φ(y)yTW-T by η[I - Φ(y)yT]W-T |
522, line 6 | Replace between the function G(C(n)s(n)) and the matrix product W-TA by between the product G(C(n)s(n))W-T and the matrix A |
522, line -9 | Replace W(n)(WT(n)W-T(n)) by W-T(n)WT(n)W(n) |
575, line -17 | Replace in Fig. 10.12 by in Fig. 10.9 |
672, line 3 | Replace Laypunov by Lyapunov. |
678, Eq. 13.8 | Replace x by F(x) |
701, Fig. 13.14 | The arrowhead on one of the arcs between nodes labelled 2 and 3 should be reversed. |