8 citations · 26 across the 11 of their papers we have counts for
3 papers · 1 filter
Neuron-Astrocyte Associative Memory
Leo Kozachkov, Jean-Jacques Slotine, Dmitry Krotov
Astrocytes, the most abundant type of glial cell, play a fundamental role in memory. Despite most hippocampal synapses being contacted by an astrocyte, there are no current theorie…
Contraction Properties of the Global Workspace Primitive
Michaela Ennis, Leo Kozachkov, Jean-Jacques Slotine
To push forward the important emerging research field surrounding multi-area recurrent neural networks (RNNs), we expand theoretically and empirically on the provably stable RNNs o…
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis
Mitchell Ostrow, Adam Eisen, Leo Kozachkov +1
How can we tell whether two neural networks utilize the same internal processes for a particular computation? This question is pertinent for multiple subfields of neuroscience and…