Machine learning to design integral membrane channelrhodopsins for efficient eukaryotic expression and plasma membrane localization.
Claire N. BedbrookKevin K. YangAustin J. RiceViviana GradinaruFrances H. ArnoldPublished in: PLoS Comput. Biol. (2017)
Keyphrases
- machine learning
- case study
- active learning
- decision trees
- natural language processing
- neural network
- computationally efficient
- efficient implementation
- software architecture
- knowledge acquisition
- object localization
- knowledge engineering
- inductive learning
- machine learning algorithms
- design process
- knowledge representation
- data mining