TY  - GEN
AU  - Bielza,Concha
AU  - Larranaga,Pedro
TI  - Data-driven computational neuroscience: machine learning and statistical models
SN  - 9781108493703
U1  - 612.80727 23
PY  - 2021///
CY  - United Kingdom
PB  - CUP
KW  - Computational Neuroscience
KW  - Neuroscience- Computational Models
KW  - Neuroscience- Statistical Methods
N1  - Includes bibliographical references and index; Part I Introduction -- 1. Computational Neuroscience -- Part II Statistics -- 2. Exploratory data analysis -- 3. Probability theory and random variables -- Part III Supervised classification -- 5. Performance evaluation -- 6.Feature subset selection -- 7. Non- probabilistic classifiers -- 8. Probabilistic classifiers -- 9. Metaclassifiers -- 10. Multidimensional classifiers -- Part IV Unsupervised classification -- 11. Non-probabilistic clustering -- 12. Probabilistic clustering -- Part V Probabilistic graphical models -- 13. Bayesian networks --  14. Markov networks -- Part VI Spatial Statistics -- 15. Spatial statistics
ER  -