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@@ -22,11 +22,11 @@ I would continue adding papers to this roadmap.
 
 ## 1.0 Book
 
-**[0]** Bengio, Yoshua, Ian J. Goodfellow, and Aaron Courville. "**Deep learning**." An MIT Press book. (2015). [[html]](http://www.deeplearningbook.org/) **(Deep Learning Bible, you can read this book while reading following papers.)** :star::star::star::star::star:
+**[0]** Ian J. Goodfellow, Yoshua Bengio and Aaron Courville. "**Deep learning**." An MIT Press book. (2015). [[html]](http://www.deeplearningbook.org/) **(Deep Learning Bible, you can read this book while reading following papers.)** :star::star::star::star::star:
 
 ## 1.1 Survey
 
-**[1]** LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. "**Deep learning**." Nature 521.7553 (2015): 436-444. [[pdf]](http://www.cs.toronto.edu/~hinton/absps/NatureDeepReview.pdf) **(Three Giants' Survey)** :star::star::star::star::star:
+**[1]** Yann LeCun, Yoshua Bengio, and Geoffrey Hinton. "**Deep learning**." Nature 521.7553 (2015): 436-444. [[pdf]](http://www.cs.toronto.edu/~hinton/absps/NatureDeepReview.pdf) **(Three Giants' Survey)** :star::star::star::star::star:
 
 ## 1.2 Deep Belief Network(DBN)(Milestone of Deep Learning Eve)