17 citations · 22 across the 3 of their papers we have counts for
3 papers
The effects of inhibitory and excitatory neurons on the dynamics and control of avalanching neural networks
Jacob Carroll, Ada Warren, Uwe C. Täuber
The statistical analysis of the collective neural activity known as avalanches provides insight into the proper behavior of brains across many species. We consider a neural network…
Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks
Jacob Carroll, Nils Carlson, Garrett T. Kenyon
Neural networks are analogous in many ways to spin glasses, systems which are known for their rich set of dynamics and equally complex phase diagrams. We apply well-known technique…
Ligand-receptor binding kinetics in surface plasmon resonance cells: A Monte Carlo analysis
Jacob Carroll, Matthew Raum, Kimberly Forsten-Williams +1
Surface plasmon resonance (SPR) chips are widely used to measure association and dissociation rates for the binding kinetics between two species of chemicals, e.g., cell receptors…