Alain Karma

The paper develops a quantitative theory to explain learning in echo state networks with stable dynamics and weak feedback, showing that learning can be described by nonlinear interactions of master modes.

The paper introduces a dual phase-field model to simulate cellular blebbing and shows it agrees with experimental data on laser-induced cortex rupture.

The paper quantifies variability in cardiac ion conductances across a genetically diverse mouse population and shows compensatory mechanisms between Ca2+ and K+ currents.

The paper identifies disease-associated genes missed by traditional methods using a personalized differential gene expression analysis in a genetically diverse mouse model of cardiac hypertrophy and heart failure.