Timing, timing, timing: Fast decoding of object information

from intracranial field potentials in human visual cortex

 

Supplementary Web Material

 

 

Hesheng Liu1,3, Yigal Agam1,3, Joseph R. Madsen2, Gabriel Kreiman1,4,5

 

1Department of Neuroscience and Ophthalmology, Children’s Hospital Boston, Harvard

Medical School

2Department of Neurosurgery, Children’s Hospital Boston, Harvard Medical School

3Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School

4Center for Brain Science, Harvard University

5Swartz Center for Theoretical Neuroscience, Harvard University

 

 


 

Figure S1: Stimulus presentation scheme

Figure S2: Reproducibility across repetitions

Figure S3: Multiple examples showing selectivity in IFP recordings

Figure S4: Categorization of neural data using statistical classifiers

Figure S5: Distribution of classification performance values under the null hypothesis

Figure S6: Summary of selective responses

Figure S7: Comparison among different statistical classifiers

Figure S8: Selectivity in different frequency bands and IFP response definition

Figure S9: Correlation between IFP response and basic image properties

Figure S10: Identification versus categorization

Figure S11: Brain parcellation for electrode localization

Figure S12: Location of selective electrodes

Figure S13: Population analysis, selectivity

Figure S14: Population analysis separated by location, selectivity

Figure S15: Latency definition and parameter dependence

Figure S16: Latency for different locations

Figure S17: Fast decoding of visual information

Figure S18: Invariance to object transformations (example)

Figure S19: Summary of invariant responses

Figure S20: Location of invariant electrodes

Figure S21: Population analysis, invariance

Figure S22: Population analysis separated by location, invariance

Figure S23: Distribution of latency values for scale and rotation changes

Figure S24: Fast decoding of invariant visual information

 

References

 


ya/gk, last updated: 04-feb-2009

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