Regular biography
Arno Onken is a Lecturer in Data Science for Life Sciences at The University of Edinburgh, Department of Computer Science. His work focuses on data science applications within the life sciences. Arno can be contacted via email at aonken@inf.ed.ac.uk, and his profile is available at https://www.ed.ac.uk/Arno_Onken.html.
Scholar-generated biography
Arno Onken is a researcher at the University of Edinburgh with expertise in Machine Learning, Computational Neuroscience, Information Theory, and Statistics. His work focuses on developing advanced analytical methods to understand neural population coding, functional circuitry, and dynamic brain activity. He has published extensively on topics such as spike-triggered non-negative matrix factorization, generative adversarial networks for neural data synthesis, and information-theoretic approaches to analyze neural signals. His research also addresses ethical considerations in the use of large language models and the application of statistical models to decode neural activity from M/EEG recordings.