Search Results for author: Alex Bird

Found 3 papers, 1 papers with code

Pareto optimality, economy-effectiveness trade-offs and ion channel degeneracy: Improving population models of neurons

no code implementations12 Mar 2022 Peter Jedlicka, Alex Bird, Hermann Cuntz

Furthermore, we hypothesize that Pareto optimality might contribute to our understanding of observed ion channel correlations in neurons.

Customizing Sequence Generation with Multi-Task Dynamical Systems

1 code implementation11 Oct 2019 Alex Bird, Christopher K. I. Williams

Dynamical system models (including RNNs) often lack the ability to adapt the sequence generation or prediction to a given context, limiting their real-world application.

Style Transfer

Multi-Task Time Series Analysis applied to Drug Response Modelling

no code implementations21 Mar 2019 Alex Bird, Christopher K. I. Williams, Christopher Hawthorne

Time series models such as dynamical systems are frequently fitted to a cohort of data, ignoring variation between individual entities such as patients.

Multi-Task Learning Time Series +1

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