no code implementations • 20 May 2021 • Noa Malem-Shinitski, Cesar Ojeda, Manfred Opper
We continue the line of work of Bayesian inference for Hawkes processes, and our approach dispenses with the necessity of estimating a branching structure for the posterior, as we perform inference on an aggregated sum of Gaussian Processes.
1 code implementation • 9 Apr 2020 • Noa Malem-Shinitski, Manfred Opper, Sebastian Reich, Lisa Schwetlick, Stefan A. Seelig, Ralf Engbert
Thus, the main contribution of our modeling approach is two--fold; first, we propose a new model for saccade generation in scene viewing.
Neurons and Cognition