Author

André E.X. Brown

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 3

Signature Assays, Organisms & Methods

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Organism:C. elegans· 3 Research Focus:cell type annotation· 3 Assay:imaging· 3 Approach:deep learning· 2 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1

Frequent Co-Authors

Avelino Javer· 2 shared Iasonas Kokkinos· 1 shared Jens Rittscher· 1 shared Laura J. Grundy· 1 shared Lidia Ripoll-Sanchez· 1 shared Robyn Branicky· 1 shared Roland F. Schwarz· 1 shared William R. Schafer· 1 shared

Activity by Year

2015-2018 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 10 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Avelino Javer

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Author profile →

3 papers

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintOct 3, 2018

Identification of C elegans strains using a fully convolutional neural network on behavioural dynamics

Avelino Javer, André E.X. Brown, Iasonas Kokkinos, Jens Rittscher

This paper develops a deep learning model to classify C. elegans strains using behavioural dynamics and shows it outperforms hand-crafted features.

DOI 10.1101/433052

C. elegansimaging

Animal Behavior & CognitionbioRxivPreprintAug 9, 2018

Powerful and interpretable behavioural features for quantitative phenotyping of C. elegans

Avelino Javer, Lidia Ripoll-Sanchez, André E.X. Brown

The paper introduces interpretable handcrafted features for quantifying C. elegans behavior, showing improved performance in classifying mutant strains and detecting behavioral changes in optogenetic experiments.

DOI 10.1101/389023

C. elegansimaging

Animal Behavior & CognitionPLOS Computational BiologyPeer-reviewedAug 21, 2015

Changes in postural syntax characterize sensory modulation and natural variation of C. elegans locomotion

Roland F. Schwarz, Robyn Branicky, Laura J. Grundy…·André E.X. Brown

The paper introduces a discrete posture-based representation of C. elegans locomotion, revealing complex behavioral syntax and its modulation by stimuli.

DOI 10.1371/journal.pcbi.1004322

C. elegansimaging