54 citations · 100 across the 9 of their papers we have counts for
9 papers
Pre-Synaptic Pool Modification (PSPM): A Supervised Learning Procedure for Spiking Neural Networks
Bryce Bagley, Blake Bordelon, Benjamin Moseley +1
Learning synaptic weights of spiking neural network (SNN) models that can reproduce target spike trains from provided neural firing data is a central problem in computational neuro…
New hallmarks of criticality in recurrent neural networks
Yahya Karimipanah, Zhengyu Ma, Ralf Wessel
A rigorous understanding of brain dynamics and function requires a conceptual bridge between multiple levels of organization, including neural spiking and network-level population…
Equivalent Dynamics from Disparate Synaptic Weights in a Prevalent Visual Circuit
M. S. Caudill, S. F. Brandt, Z. Nussinov +1
Neural feedback-triads consisting of two feedback loops with a non-reciprocal lateral connection from one loop to the other are ubiquitous in the brain. We show analytically that t…
Noise-dependent stability of the synchronized state in a coupled system of active rotators
Sebastian F. Brandt, Axel Pelster, Ralf Wessel
We consider a Kuramoto model for the dynamics of an excitable system consisting of two coupled active rotators. Depending on both the coupling strength and the noise, the two rotat…
Distributed delays stabilize neural feedback systems
Ulrike Meyer, Jing Shao, Saurish Chakrabarty +3
We consider the effect of distributed delays in neural feedback systems. The avian optic tectum is reciprocally connected with the nucleus isthmi. Extracellular stimulation combine…
Winner-take-all selection in a neural system with delayed feedback
Sebastian F. Brandt, Ralf Wessel
We consider the effects of temporal delay in a neural feedback system with excitation and inhibition. The topology of our model system reflects the anatomy of the avian isthmic cir…