DL_en (1).pdf
深度学习领域经典花书
节选段落一：
Deep Learning
Ian Goodfellow
Yoshua Bengio
Aaron Courville
Contents
Website vii
Acknowledgments viii
Notation xi
1 Introduction 1
1.1 Who Should Read This Book?节选段落二：
Most famously, they cannot learn the
XOR function, where f ([0,1] ,w) = 1 and f([1, 0],w) = 1 but f([1, 1],w) = 0
and f ([0, 0],w) = 0. Critics who observed these flaws in linear models caused
a backlash against biologically inspired learning in general (Minsky and Papert,
1969).节选段落三：
LINEAR ALGEBRA
A =
2
4
A1 1, A1 2,
A2 1, A2 2,
A3 1, A3 2,
3
5 ) A> =
A1 1, A2 1, A3 1,
A1 2, A2 2, A3 2,
Figure 2.1: The transpose of the matrix can be thought of as a mirror image across the
main diagonal.
the i-th column of A.
Deep Learning
Ian Goodfellow
Yoshua Bengio
Aaron Courville
Contents
Website vii
Acknowledgments viii
Notation xi
1 Introduction 1
1.1 Who Should Read This Book?节选段落二：
Most famously, they cannot learn the
XOR function, where f ([0,1] ,w) = 1 and f([1, 0],w) = 1 but f([1, 1],w) = 0
and f ([0, 0],w) = 0. Critics who observed these flaws in linear models caused
a backlash against biologically inspired learning in general (Minsky and Papert,
1969).节选段落三：
LINEAR ALGEBRA
A =
2
4
A1 1, A1 2,
A2 1, A2 2,
A3 1, A3 2,
3
5 ) A> =
A1 1, A2 1, A3 1,
A1 2, A2 2, A3 2,
Figure 2.1: The transpose of the matrix can be thought of as a mirror image across the
main diagonal.
the i-th column of A.
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