Alexander Cloninger

This paper introduces a novel dimensionality reduction technique that generates low-dimensional embeddings while preserving the global structure within the data for a variety of biological and non-biological datasets.

This paper demonstrates the use of kernel methods to estimate ionic membrane current parameters from action potential traces, showing improved accuracy and efficiency compared to existing methods.