3 papers
q-bio.NC2025
Responses to transient perturbation can distinguish intrinsic from latent criticality in spiking neural populations
Jacob T. Crosser, Braden A. W. Brinkman
The critical brain hypothesis posits that neural circuitry operates near criticality to reap the computational benefits of accessing a wide range of timescales. The theory of criti…
q-bio.NC2024
Metastability in networks of nonlinear stochastic integrate-and-fire neurons
Siddharth Paliwal, Gabriel Koch Ocker, Braden A. W. Brinkman
Neurons in the brain continuously process the barrage of sensory inputs they receive from the environment. A wide array of experimental work has shown that the collective activity…
q-bio.NC2023
Applications of information geometry to spiking neural network behavior
Jacob T. Crosser, Braden A. W. Brinkman
The space of possible behaviors complex biological systems may exhibit is unimaginably vast, and these systems often appear to be stochastic, whether due to variable noisy environm…