Author

Peter Bloem

Vrije Universiteit AmsterdamORCID 0000-0002-0189-5817Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Robin WeileriD· 2 shared Arthur-Ervin AvrămieaiD· 1 shared Erika L. Juárez-MartineziD· 1 shared Henriette CapeliD· 1 shared K. Anton FeenstraiD· 1 shared Klaus Linkenkaer‐HanseniD· 1 shared Marina DiachenkoiD· 1 shared Maurits J. J. DijkstraiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 20 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersNeuroscience

Robin WeilerORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Robin's Viewer: Using Deep-Learning Predictions to Assist EEG Annotation

Robin Weiler, Marina Diachenko, Erika L. Juárez-Martinez, Arthur-Ervin Avrămiea, Peter Bloem, Klaus Linkenkaer‐Hansen

Robin's Viewer integrates deep-learning predictions into an EEG annotation tool to improve accuracy and allow user inspection of model outputs.

Frontiers in Neuroinformatics · Jan 19, 2023Peer-reviewedNeuroscience

ProteinGLUE: A multi-task benchmark suite for self-supervised protein modeling.

Henriette Capel, Robin Weiler, Maurits J. J. Dijkstra, Reinier Vleugels, Peter Bloem, K. Anton Feenstra

The paper introduces ProteinGLUE, a benchmark suite for evaluating self-supervised protein models, showing pre-training improves downstream tasks but smaller models perform better than larger ones.

Scientific Reports · Sep 26, 2022Peer-reviewedBioinformatics