Community-based benchmarking improves spike rate inference from two-photon calcium imaging data.
Philipp BerensJeremy FreemanThomas DeneuxNicolay ChenkovThomas McColganArtur SpeiserJakob H. MackeSrinivas C. TuragaPatrick MineaultPeter RupprechtStephan GerhardRainer W. FriedrichJohannes FriedrichLiam PaninskiMarius PachitariuKenneth D. HarrisBen BolteTimothy A. MachadoDario RingachJasmine StoneLuke E. RogersonNicolas J. SofroniewJacob ReimerEmmanouil FroudarakisThomas EulerMiroslav Román RosónLucas TheisAndreas S. ToliasMatthias BethgePublished in: PLoS Comput. Biol. (2018)
Keyphrases
- data collection
- raw data
- complex data
- data acquisition
- data points
- small number
- data processing
- data distribution
- synthetic data
- database
- knowledge discovery
- computer systems
- statistical analysis
- training data
- data quality
- data management
- input data
- data sources
- prior knowledge
- experimental data
- image analysis
- information sharing
- image processing
- data sets