Deep Learning Reading List
jmozah.github.io
Deep Learning Reading List
1–10 of 16 posts
Re: Deep Learning Reading List
#2You're going to get most of these from a simple Google search, if you're going to build a list of what to read you should at least put some effort into it. Currently, this list is missing a lot of history behind deep learning - only 3 papers listed!
if you want a good set of papers that starts with perceptrons and hebbian learning to multi-layered neural nets and the emergence of what we now refer to as deep networks checkout http://deeplearning.cs.cmu.edu/
Re: Deep Learning Reading List
#3You're going to get most of these from a simple Google search, if you're going to build a list of what to read you should at least put some effort into it. Currently, this list is missing a lot of history behind deep learning - only 3 papers listed! if you want a good set of papers that starts with perceptrons and hebbian learning to multi-layered neural nets and the emergence of what we now refer to as deep networks…
I agree. Thanks for the link. I have added stuff that i started with. will improve this list over time.
Re: Deep Learning Reading List
#4You're going to get most of these from a simple Google search, if you're going to build a list of what to read you should at least put some effort into it. Currently, this list is missing a lot of history behind deep learning - only 3 papers listed! if you want a good set of papers that starts with perceptrons and hebbian learning to multi-layered neural nets and the emergence of what we now refer to as deep networks…
I agree. Thanks for the link. I have added stuff that i started with. will improve this list over time.
Added the link to the list..
Re: Deep Learning Reading List
#5Automatic Speech Recognition: a Deep Learning Approach contains an excellent section about deep learning, as well as more content about ASR and hybrid deep learning methods.
Re: Deep Learning Reading List
#6For those interested in learning deeply about deep learning?
Re: Deep Learning Reading List
#7Automatic Speech Recognition: a Deep Learning Approach contains an excellent section about deep learning, as well as more content about ASR and hybrid deep learning methods.
can you post the link?
Re: Deep Learning Reading List
#8Automatic Speech Recognition: a Deep Learning Approach contains an excellent section about deep learning, as well as more content about ASR and hybrid deep learning methods.
can you post the link?
Re: Deep Learning Reading List
#9I would add "Practical recommendations for gradient-based training of deep architectures" to the list for those who already have a feel for training multi-layer neural nets. It provides a good overview for those that want to learn more about gradient descent, hyperparameter tuning, and other practical considerations involved with training deep architectures.
Re: Deep Learning Reading List
#10Earlier quoted context omitted.
I agree. Thanks for the link. I have added stuff that i started with. will improve this list over time.
Added the link to the list..
Perhaps of interest - http://deeplearning.university - provides a bibliography of recent publications. See also https://news.ycombinator.com/item?id=8334875