A short talk for a forum held by Taiwan Association for Human Rights: https://www.tahr.org.tw/event/2670
Video: https://youtu.be/-hYQRHqyR9g (28:10 - 50:35)
Lecture for Neural Networks study group held on February 8, 2020.
Reference book: http://hagan.okstate.edu/nnd.html
Video: https://youtu.be/TyyoPU13ME0
Python demo codes: https://bit.ly/3893GHB
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/permalink/2017771298545301/)
Lecture for Neural Networks study group held on January 11, 2020.
Reference book: http://hagan.okstate.edu/nnd.html
Video: https://youtu.be/H4NKgliTFUw
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/permalink/2017771298545301/)
Introduction to Spiking Neural Networks: From a Computational Neuroscience pe...Jason Tsai
Abstract:
Being the third generation of neural network models, the study of spiking neural networks is an interdisciplinary field among brain science, theoretical neuroscience, and artificial neural networks research. Recently it is gaining attention and momentum, especially in neuromorphic device design for real-time machine learning. Some of you might have heard of it, but its underneath principles probably remain unknown for most of you. In this talk, I will briefly illustrate the basic building blocks of this emerging architecture and technology.
Lecture for Reinforcement Learning study group held on August 19th, 2017.
Reference book: http://incompleteideas.net/book/the-book.html
Video: https://youtu.be/xv5ZsOSf6ZQ
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/permalink/1796526840669749/)
Deep Learning: Chapter 11 Practical MethodologyJason Tsai
Lecture for Deep Learning 101 study group to be held on June 9th, 2017.
Reference book: https://www.deeplearningbook.org/
Past video archives: https://goo.gl/hxermB
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/)
Deep Learning: Introduction & Chapter 5 Machine Learning BasicsJason Tsai
Given lecture for Deep Learning 101 study group with Frank Wu on Dec. 9th, 2016.
Reference: https://www.deeplearningbook.org/
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/)
A short talk for a forum held by Taiwan Association for Human Rights: https://www.tahr.org.tw/event/2670
Video: https://youtu.be/-hYQRHqyR9g (28:10 - 50:35)
Lecture for Neural Networks study group held on February 8, 2020.
Reference book: http://hagan.okstate.edu/nnd.html
Video: https://youtu.be/TyyoPU13ME0
Python demo codes: https://bit.ly/3893GHB
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/permalink/2017771298545301/)
Lecture for Neural Networks study group held on January 11, 2020.
Reference book: http://hagan.okstate.edu/nnd.html
Video: https://youtu.be/H4NKgliTFUw
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/permalink/2017771298545301/)
Introduction to Spiking Neural Networks: From a Computational Neuroscience pe...Jason Tsai
Abstract:
Being the third generation of neural network models, the study of spiking neural networks is an interdisciplinary field among brain science, theoretical neuroscience, and artificial neural networks research. Recently it is gaining attention and momentum, especially in neuromorphic device design for real-time machine learning. Some of you might have heard of it, but its underneath principles probably remain unknown for most of you. In this talk, I will briefly illustrate the basic building blocks of this emerging architecture and technology.
Lecture for Reinforcement Learning study group held on August 19th, 2017.
Reference book: http://incompleteideas.net/book/the-book.html
Video: https://youtu.be/xv5ZsOSf6ZQ
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/permalink/1796526840669749/)
Deep Learning: Chapter 11 Practical MethodologyJason Tsai
Lecture for Deep Learning 101 study group to be held on June 9th, 2017.
Reference book: https://www.deeplearningbook.org/
Past video archives: https://goo.gl/hxermB
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/)
Deep Learning: Introduction & Chapter 5 Machine Learning BasicsJason Tsai
Given lecture for Deep Learning 101 study group with Frank Wu on Dec. 9th, 2016.
Reference: https://www.deeplearningbook.org/
Initiated by Taiwan AI Group (https://www.facebook.com/groups/Taiwan.AI.Group/)