Melvyn Yap

Acute control of the sleep switch in Drosophila reveals a role for gap junctions in regulating behavioral responsiveness

Roshini Randeniya, Bruno van Swinderen, Deniz Ertekin, 2018, eLife.

Oscillatory brain activity in spontaneous and induced sleep stages in flies

Angelique C. Paulk, Bruno van Swinderen, Rhiannon Jeans, 2017, Nature Communications.

A Dynamic Deep Sleep Stage in Drosophila

B. van Swinderen, Melvyn Yap, B. Kottler, 2013, The Journal of Neuroscience.

Verifying explainability of a deep learning tissue classifier trained on RNA-seq data

J. Pearson, N. Waddell, K. Nones, 2021, Scientific Reports.

A deep sleep stage in Drosophila with a functional role in waste clearance

R. Allada, B. van Swinderen, Melvyn Yap, 2021, Science Advances.

Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology

J. Pearson, N. Waddell, S. Wood, 2022, bioRxiv.