| Contents |
What is MATLAB and why use it? -- The philosophy of data analysis -- Do replicable research -- The MATLAB program -- Variables -- Functions -- Control statements -- Input-output -- Plotting -- Matrix algebra -- The Fourier transform -- Convolution -- Interpolation and extrapolation -- Signal detection theory -- Nonparametric statistics -- Covariance and correlation -- Principal component analysis -- Frequency analyses -- Time-frequency analsyis -- Time series filtering -- Fluctuation analysis -- Spikes in full and sparse matrices -- Spike timing -- Spike sorting -- Magnetic resonance images -- Image segmentation -- Image smoothing and sharpening -- Linear methods to fit models to data -- Nonlinear models to fit models to data -- Neural and cognitive simulations -- Classification and clustering -- Graphical user interfaces -- Movies. |
| Bibliography note | Includes bibliographical references (pages 545-548) and index. |
| Issued in other form | Online version: Cohen, Mike X., 1979- MATLAB for brain and cognitive scientists. Cambridge, Massachusetts : The MIT Press, [2017] 9780262338417 |
| LCCN | 2016033649 |
| ISBN | 9780262035828 (alk. paper) |
| ISBN | 0262035820 (alk. paper) |
| Standard identifier# |
40027153689 |
