腦資訊學 (FJU-CSIE-Spring12)

Class Time: Fri 6:40-9:20p Location: SF648
Instructor: Dr. Hsing Mei Office: SF625
Email: mei@csie.fju.edu.tw Phone: 29053704
Hour Office: Tue 12:30a-1:30p, Wed 12:30-3:30p, Fri 12:30-4:30p, or by appointment
TA: 陳毓文 eric@weco.net> (SF638)

※ Grading:
Class Participation (i.e. SLS Post 4 x 7.5%) 30% + Bonus
Individual Project (Oral+Written): 30%
Midterm Exam: 40%

※ Bonus: Reading report for Bonus (Individual, Due before midterm exam)
1. 樺澤紫苑, 超神奇!腦內物質工作術:7種人人都有的效率潛能,幫你即效提升工作力, 麥田, 2011年, ISBN:9789861736983
2. Larry Squire and Eric Kandel, Memory: From mind to Molecules, Roberts and Company Publishers, 2008.
洪蘭譯, 透視記憶, 遠流, 2001年, ISBN:9573244489
3. Elkhonon Goldberg, The Executive Brain: Frontal Lobes and the Civilized Mind, Roberts and Company Publishers, 2008
洪蘭譯, 大腦總指揮: 一位神經科學家的大腦之旅, 遠流, 2004年, ISBN:9573251698
4. Marco Iacoboni, Mirroring People: The New Science of How We Connect with Others, Oxford University Press; 2002
洪蘭譯, 天生愛學樣: 發現鏡像神經元, 遠流, 2009年, ISBN:9789573264941
讀完四本書之一 , 針對該書各1至2章, 或貫穿各章的1至2主題, 簡述內容, 並撰寫一篇心得, 報告至少1200字(含心得至少600字).

※ 課程應注意事項: 除非有不可抗拒的原因, 本課程
1. 第一次上課遲到或未到, 未選課者請勿加選. 已選課而未退選者, 以缺席一次計.
2. Quiz 及考試無補考.
3. 放棄Grading配分中任一項 , 學期總成績以不及格計.
4. 點名遲到或未到, 可看完課程錄影後於Facebook及SLS發表心得補點名, 若出席未及點名次數之1/2, 則期末考扣考, 學期總成績以不及格計.
5. 課堂中想睡覺者, 請自行出教室清醒, 趴下睡覺者, 以點名缺席計.
6. 課堂中發生任何影響上課秩序行為(e.g. 交談, 電動, ...), 將逐出教室5分鐘, 逐出教室不回者, 以點名缺席計.

共同筆記 2.0 「腦資訊學」Topics- (9 Topics):
1. 腦與神經系統
2. 腦記憶
3. 認知
4. 腦網路
5. 睡眠
6. 腦機介面(BCI)
7. Swarm/Collective Intelligence
8. 腦模擬器
9. 腦相關疾病

共同筆記 2.0 「深網智慧」Topics- (7 Topics):
1. 社交網路
2. 推薦(Recommendation)
3. Data Mining
4. 分類(Classification)
5. 發現叢集(Discovering Group, Clustering)
6. Information Retrieval
7. Feature Extraction

References Book:
1. Olaf Sporns, Networks of the Brain, The MIT Press, 2010
2. Josh C. Bongard, How the Body Shapes the Way We Think: A New View of Intelligence, The MIT Press, 2006
3. Gerald M. Edelman, Wider Than the Sky: The Phenomenal Gift of Consciousness, Yale University Press, 2005
蔡承志譯,大腦比天空更遼闊:揭開大腦產生意識的謎底, 商周出版, 2009年, ISBN:9789866369575
4. Edward O. Wilson, On Human Nature: Revised Edition, Harvard University Press, 2004
鄭清榮譯, 論人性(1978版), 時報出版, 2002年, ISBN:9571329053
5. Toby Segaran, Programming Collective Intelligence: Building Smart Web 2.0 Applications, O'Reilly Media, Inc., 2007. http://kiwitobes.com/
6. Bing Liu, Web Data Mining - Exploring Hyperlinks, Contents and Usage Data, Springer, 2006
7. Robert Hanneman and Mark Riddle. 2005., Introduction to Social Network Methods, free download from the Internet, http://www.faculty.ucr.edu/~hanneman/
8. Software: UCINET, Pajek (both are free from the Internet)
John P. Scott, Social Network Analysis: A Handbook, Sage Publications Ltd, 2000

Web References:
Page: http://sls.weco.net/s12-brain
Group: http://sls.weco.net/course/dwt
Bookmarking: http://del.icio.us/FJU_SWM
Facebook Group (WECO – Brain Informatics): https://www.facebook.com/groups/18385916918/
Calendar:http://www.google.com/calendar/embed?src=weco.net_mq1tf8tfnaaevf65j5rqakm3vs%40group.calendar.google.com&ctz=Asia/Taipei
Grade Enquiries: http://www.elearn.fju.edu.tw/icanxp/

Date Course Content Video
2/17 Brain Informatics Introduction
2/24 Brain Anatomy and Function
3/2 Brain Network, SLS Post #1 Due
3/9 Social Network Analysis and Mining
3/16 Memory and the brain
3/23 (G+ Hangout) Sleep and the brain
Link
3/30 (G+ Hangout) Alzheimer's Disease, SLS Post #2 Due
Link
4/6 Spring Break Off
4/13 Midterm Exam, Written Proposal Due on SLS
4/20 Consciousness (影片內容: Social Network Analysis)
Link
4/27 DeepWebMining
Link
5/4 DeepWebMining
Link
5/11 Brain Computer Interface (BCI): EEG and fMRI, Brain Simulator, SLS Post #3 Due
Link
5/18 Brain fMRI Introduction, Neuroaesthetics, Neuromusicology
Link
5/25 Project Presentation, SLS Post #4 Due
6/1 Project Presentation
6/8 Project Presentation
6/15 Written Report Due