2018 About A.I.

1. Kyunghoon Kim
UNIST
Department of Mathematical Sciences
Nov, 2018
kyunghoon@unist.ac.kr

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Contents
Kyunghoon Kim (UNIST) Basic statistics using Python3 Aug 23, 2018
Ch 1. ?
Ch 2.
Ch 3.
Ch 4.
Ch 5.

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?

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?

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"컴퓨터가 생각하게 하는 흥미로운 새 시도.. 문자 그
대로의 완전한 의미에서 마음을 가진 기계"
(Haugeland, 1985)
"인간의 사고, 그리고 의사결정, 문제 풀기, 학습 등의
활동에 연관시킬 수 있는 활동들(의 자동화)"
(Bellman, 1978)
"계산 모형을 이용한 정신 능력 연구."
(Charniak, McDermott, 1985)
"인지와 추론, 행위를 가능하게 하는 계산의 연구"
(Winston, 1992)
"사람이 지능적으로 수행해야 하는 기능을 수행하는
기계의 제작을 위한 기술"
(Kurzweil, 1990)
"현재로서는 사람이 더 잘하는 것들을 컴퓨터가 하게
만드는 방법에 대한 연구"
(Rich, Kninght, 1991)
"계산 지능은 지능적 에이전트의 설계에 관한 연구이
다"
(Poole 외, 1998)
"인공지능은... 인공물의 지능적 행동에 관련된 것이
다."
(Nilsson, 1998)
Artificial Intelligent: A Modern Approach, Third Edition

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(1950)

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Electroencephalography (EEG)
https://twitter.com/storiamedicina/status/908065832034619392
Berger Wave
Hans berger (1929)
- John Searle
/ /

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(fMRI, functional magnetic resonance imaging)
http://www.ebsmath.co.kr/resource/rscView?cate=10096&cate2=10148&cate3=10254&rscTpDscd=RTP10&grdCd=MGRD01&sno=21250&type=S&historyYn=study
http://clipbank.ebs.co.kr/clip/view?clipId=VOD_20111217_00304&reqId=100809
https://www.youtube.com/watch?v=7Qw8lZiFo1c

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Consciousness
https://www.ted.com/talks/david_chalmers_how_do_you_explain_consciousness
- Roger penrose

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(2015)

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(2015)

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(2015)

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= ?
http://news.chosun.com/misaeng/site/data/html_dir/2017/01/04/2017010400130.html
= ?

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= ?
= ?
http://news.chosun.com/misaeng/site/data/html_dir/2017/01/04/2017010400130.html

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Navigation

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AlphaGo
http://www.zdnet.co.kr/column/column_view.asp?artice_id=20171019175720

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DeepFace

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Facebook AI research
https://research.fb.com/videos/facebook-ai-researchers-advance-the-field-of-machine-intelligence/

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http://www.kca.go.kr/brd/m_46/down.do?itm_nm=%EC%A0%84%EC%B2%B4&brd_id=R001&seq=2183&data_tp=A&file_seq=2&psig=AOvVaw0XSxEXfN3-mX69KzGilaHV&ust=1542957085673619

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(Tribes)

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(Tribes)

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What are the five tribes?

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Phases of evolution

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Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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https://link.springer.com/chapter/10.1007/978-1-4842-3357-3_11

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https://www.khanacademy.org/science/biology/human-biology/neuron-nervous-system/a/overview-of-neuron-structure-and-function

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https://rkbookreviews.wordpress.com/2016/01/13/the-master-algorithm-book-summary/

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Pedro Domingos, The Master Algorithm, 2015

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The Google Cat Network
Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Bayes Rule
Pedro Domingos, The Master Algorithm, 2015

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Spam Filtering (Classification)
Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Support Vector Machine (SVM)
Pedro Domingos, The Master Algorithm, 2015

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Pedro Domingos, The Master Algorithm, 2015

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Master Equation
Pedro Domingos, The Master Algorithm, 2015

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AI

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Deep learning from AI
https://blogs.nvidia.com/blog/2016/07/29/whats-difference-artificial-intelligence-machine-learning-deep-learning-ai/

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Deep Learning
https://insidebigdata.com/2017/05/22/differentiating-between-ai-machine-learning-and-deep-learning/

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word2vec
https://opensource.googleblog.com/2013/08/learning-meaning-behind-words.html

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wevi
https://ronxin.github.io/wevi/

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Playground
https://playground.tensorflow.org

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Classify 2D
https://cs.stanford.edu/people/karpathy/convnetjs/demo/classify2d.html

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Pacman
https://storage.googleapis.com/tfjs-examples/webcam-transfer-learning/dist/index.html

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Pose Estimation
https://storage.googleapis.com/tfjs-models/demos/posenet/camera.html

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10 2018