14 citations · 15 across the 4 of their papers we have counts for
4 papers
Nonlinear Hawkes Process with Gaussian Process Self Effects
Noa Malem-Shinitski, Cesar Ojeda, Manfred Opper
Traditionally, Hawkes processes are used to model time--continuous point processes with history dependence. Here we propose an extended model where the self--effects are of both ex…
A Mathematical Model of Local and Global Attention in Natural Scene Viewing
Noa Malem-Shinitski, Manfred Opper, Sebastian Reich +3
Understanding the decision process underlying gaze control is an important question in cognitive neuroscience with applications in diverse fields ranging from psychology to compute…
Bayesian parameter estimation for the SWIFT model of eye-movement control during reading
Stefan A. Seelig, Maximilian M. Rabe, Noa Malem-Shinitski +3
Process-oriented theories of cognition must be evaluated against time-ordered observations. Here we present a representative example for data assimilation of the SWIFT model, a dyn…
Estimating a Separably-Markov Random Field (SMuRF) from Binary Observations
Yingzhuo Zhang, Noa Malem-Shinitski, Stephen A Allsop +2
A fundamental problem in neuroscience is to characterize the dynamics of spiking from the neurons in a circuit that is involved in learning about a stimulus or a contingency. A key…