An information theoretic approach to EEG-fMRI integration of visually evoked responses. - Dirk Ostwald; Camillo Porcaro; Andrew P. Bagshaw (NeuroImage, 2010)

Functional source separation improves the quality of single trial visual evoked potentials recorded during concurrent EEG-fMRI. - Camillo Porcaro; Dirk Ostwald; Andrew P. Bagshaw (NeuroImage, 2010)

Voxel-wise information theoretic EEG-fMRI feature integration. - Dirk Ostwald; Camillo Porcaro; Andrew P. Bagshaw (NeuroImage, 2011)

The relationship between the visual evoked potential and the gamma band investigated by blind and semi-blind methods. - Camillo Porcaro; Dirk Ostwald; Avgis Hadjipapas; Gareth R. Barnes; Andrew P. Bagshaw (NeuroImage, 2011)

Evidence for neural encoding of Bayesian surprise in human somatosensation. - Dirk Ostwald; Bernhard Spitzer; Matthias Guggenmos; Timo T. Schmidt; Stefan J. Kiebel; Felix Blankenburg (NeuroImage, 2012)

Experimental biology: Sometimes Bayesian statistics are better. - Stefan Herzog; Dirk Ostwald (Nat., 2013)

Spontaneous EEG alpha oscillation interacts with positive and negative BOLD responses in the visual-auditory cortices and default-mode network. - Stephen D. Mayhew; Dirk Ostwald; Camillo Porcaro; Andrew P. Bagshaw (NeuroImage, 2013)

The structural-functional connectome and the default mode network of the human brain. - Andreas Horn; Dirk Ostwald; Marco Reisert; Felix Blankenburg (NeuroImage, 2014)

Imaging tactile imagery: Changes in brain connectivity support perceptual grounding of mental images in primary sensory cortices. - Timo Torsten Schmidt; Dirk Ostwald; Felix Blankenburg (NeuroImage, 2014)

Reliability of Information-Based Integration of EEG and fMRI Data: A Simulation Study. - Sara Assecondi; Dirk Ostwald; Andrew P. Bagshaw (Neural Comput., 2015)

Global signal modulation of single-trial fMRI response variability: Effect on positive vs negative BOLD response relationship. - Stephen D. Mayhew; Karen J. Mullinger; Dirk Ostwald; Camillo Porcaro; Richard Bowtell; Andrew P. Bagshaw; Susan T. Francis (NeuroImage, 2016)

Probabilistic delay differential equation modeling of event-related potentials. - Dirk Ostwald; Ludger Starke (NeuroImage, 2016)

An induction proof of the backpropagation algorithm in matrix notation. - Dirk Ostwald; Franziska Usée (CoRR, 2021)

Neural surprise in somatosensory Bayesian learning. - Sam Gijsen; Miro Grundei; Robert T. Lange; Dirk Ostwald; Felix Blankenburg (PLoS Comput. Biol., 2021)

N400 amplitudes as Bayesian surprise at the level of meaning. - Alma Lindborg; Lea Musiolek; Dirk Ostwald; Milena Rabovsky (CogSci, 2022)