Michael Doron

Unbiased single-cell morphology with self-supervised vision transformers

Self-supervised DINO features, learned without labels, describe cell morphology from subcellular detail to experimental groups and expose a hierarchy of biological and technical variation in three public datasets.

A calcium-based plasticity model predicts long-term potentiation and depression in the neocortex

The paper proposes a calcium-based plasticity model that predicts LTP and LTD dynamics across multiple pyramidal connections in the neocortex.

Whole-neuron synaptic mapping reveals local balance between excitatory and inhibitory synapse organization

The paper maps excitatory and inhibitory synapses across dendritic trees of cortical neurons and finds local balance in their ratio despite domain-specific density variations.

Shaping dendritic NMDA spikes by timed synaptic inhibition: Implications for the I/O properties of cortical neurons

This study shows how timed synaptic inhibition modifies NMDA spikes in dendrites, affecting calcium currents and synaptic plasticity.