110 citations · 298 across the 13 of their papers we have counts for
4 papers · 1 filter
Persistent learning signals and working memory without continuous attractors
Il Memming Park, Ábel Ságodi, Piotr Aleksander Sokół
Neural dynamical systems with stable attractor structures, such as point attractors and continuous attractors, are hypothesized to underlie meaningful temporal behavior that requir…
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains
Matthew Dowling, Yuan Zhao, Il Memming Park
Latent Gaussian process (GP) models are widely used in neuroscience to uncover hidden state evolutions from sequential observations, mainly in neural activity recordings. While lat…
Metastable dynamics of neural circuits and networks
Braden A. W. Brinkman, Han Yan, Arianna Maffei +4
Cortical neurons emit seemingly erratic trains of action potentials or "spikes," and neural network dynamics emerge from the coordinated spiking activity within neural circuits. Th…
Birhythmic Analog Circuit Maze: A Nonlinear Neurostimulation Testbed
Ian D. Jordan, Il Memming Park
Brain dynamics can exhibit narrow-band nonlinear oscillations and multistability. For a subset of disorders of consciousness and motor control, we hypothesize that some symptoms or…