2. a brief introduction of myself
• neurolinguistic studies of word recognition
• a database of Mandarin Chinese characters/words
• human perception in detecting F0 changes
• nonlinearity of brain waves and speech sounds
4. Computation Skills
1. Scripting in MATLAB, R, Python, UNIX, C.
2. Human Event-Related Potential (ERP) recording and analyses using Scan.
3. Source analysis and time-frequency analyses of EEG/MEG data using MNE toolbox and
Freesurfer.
4. EEG/MEG data analyses using fieldtrip toolbox
5. Conducting psychological experiments using Psychophysics Toolbox
6. Analyze/synthesize spoken sounds using Praat and STRAIGHT toolbox.
7. Machine Learning: GLM, SVM, & deep learning
8. Text Mining: LSA & word2vector
a brief introduction of myself
7. • The number of analytics jobs available for R and SPSS
across time
• source: Muenchen @ http://r4stats.com/articles/popularity/
8. • The number of analytics jobs for the more popular
software (2/2014).
• source: Muenchen @ http://r4stats.com/articles/popularity/
9.
10. • 不太可靠的大綱之 bonus hours:
• basics of machine learning
• word to vector
11. A B
Count 15251 15251
Average 100 100
Standard Deviation 20 20
Median 100.35 100.92
10 Percentile 73.89 73.95
90 Percentile 125.61 124.72
Descriptive statistics for two synthetic data sets
12.
13.
14. Prediction of time reference rating
There is an early and automatic semantic stimulus analysis wh
15.
16.
17.
18. • Text Mining: word frequency
• http://tidytextmining.com/sentiment.html
19. • Text Mining: sentiment analysis
• http://tidytextmining.com/sentiment.html
20. • Pestian et al. (2011): Suicide Note Classification
Using Natural Language Processing: A Content
Analysis
• Data: Sixty-six notes were divided into two groups:
33 completers and 33 elicitors.
25. R 統計軟體發展歷史
• R 統計軟體最初是由Ross Ihaka及Robert
Gentleman兩人以統計分析及繪圖為目的,
仿S語言的架構為基礎而發展出來的統計軟體
,可視為改進版本的S語言。大部分的S語言
程式碼可直接或稍做修改後就在R上面執行
• R屬於GNU計畫中的一個項目,目前是由 R
Development Core Team維護及發展
• 目前R最新的版本為3.1.1版(2014.07.10)
an early, automatic semantic stimulus analysis, which might be related to the high relevance of
‘time reference’ to everyday decision-making and preference formation