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Information theoretical methods for the functional adjustment of retina implant parameters / by Marcus Eger. 2001
Inhalt
Acknowledgements
Contents
Abstract
Originality and Contributions
1 Introduction
2 Three Steps for the Analysis of Transinformation
2.1 Introduction
2.2 Methods
2.2.1 Step 1: Deterministic response model
2.2.2 Step 2: Coordinate transformation
2.2.3 Step 3: Transinformation based on signal-to-noise ratios
2.3 Results
2.4 Discussion
2.5 Appendix
2.5.1 Transinformation for AR noise signal and additive GWN
2.5.2 Transinformation for noise with distribution of sinusoid
2.5.3 Transinformation for random phase sinusoid
2.5.4 Transinformation for epoch aligned impulse response
2.5.5 Entropy estimation by means of density estimation
2.5.6 Decorrelation by means of PCA - an example
2.5.7 Relation between irrelevance and equivocation
2.5.8 Noise from two perspectives
2.5.9 Coherence and gain with regard to effective noise
3 Encoding of Stimulus Attributes
3.1 Introduction
3.2 Methods
3.3 Results
3.4 Discussion
4 Temporal, Spatial, and Intensity Resolution
4.1 Introduction
4.2 Methods
4.3 Results
4.3.1 Discrete stimulation
4.3.2 Continuous stimulation
4.4 Discussion
4.4.1 Temporal resolution
4.4.2 Intensity resolution
4.4.3 Spatial resolution
4.4.4 Conclusion
4.5 Appendix
4.5.1 Transinformation for discrete stimuli
4.5.2 Transinformation in case of identical stimuli
4.5.3 Decorrelation by means of Schmidt's orthogonalization
4.5.4 Spatially joint transinformation
5 Conclusion and Outlook
5.1 Summary of methods and results
5.2 A vision for blinds
5.3 Ethical remarks
A Appendix
A.1 Lower bound of transinformation
A.2 Development of a laser projection device
A.3 Development of miniature current sources
Bibliography
Abbreviations
Glossary
Index
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