Zobrazeno 1 - 10
of 90
pro vyhledávání: '"Brockmeier, Austin J."'
Autor:
Mulrooney, Alex, Brockmeier, Austin J.
Predicting the neural response to natural images in the visual cortex requires extracting relevant features from the images and relating those feature to the observed responses. In this work, we optimize the feature extraction in order to maximize th
Externí odkaz:
http://arxiv.org/abs/2410.06067
Autor:
Skean, Oscar, Osorio, Jhoan Keider Hoyos, Brockmeier, Austin J., Giraldo, Luis Gonzalo Sanchez
We introduce an information-theoretic quantity with similar properties to mutual information that can be estimated from data without making explicit assumptions on the underlying distribution. This quantity is based on a recently proposed matrix-base
Externí odkaz:
http://arxiv.org/abs/2301.08164
Autor:
Osorio, Jhoan Keider Hoyos, Skean, Oscar, Brockmeier, Austin J., Giraldo, Luis Gonzalo Sanchez
We introduce a divergence measure between data distributions based on operators in reproducing kernel Hilbert spaces defined by kernels. The empirical estimator of the divergence is computed using the eigenvalues of positive definite Gram matrices th
Externí odkaz:
http://arxiv.org/abs/2112.01583
Autor:
Baker, Hassan, Brockmeier, Austin J.
Functional networks characterize the coordinated neural activity observed by functional neuroimaging. The prevalence of different networks during resting state periods provide useful features for predicting the trajectory of neurodegenerative disease
Externí odkaz:
http://arxiv.org/abs/2111.07488
Seizure detection algorithms must discriminate abnormal neuronal activity associated with a seizure from normal neural activity in a variety of conditions. Our approach is to seek spatiotemporal waveforms with distinct morphology in electrocorticogra
Externí odkaz:
http://arxiv.org/abs/2108.03177
Seizures are one of the defining symptoms in patients with epilepsy, and due to their unannounced occurrence, they can pose a severe risk for the individual that suffers it. New research efforts are showing a promising future for the prediction and p
Externí odkaz:
http://arxiv.org/abs/2103.13853
Publikováno v:
In NeuroImage 1 July 2023 274
Publikováno v:
In Pattern Recognition July 2020 103
Autor:
Kontonatsios, Georgios, Brockmeier, Austin J., Przybyła, Piotr, McNaught, John, Mu, Tingting, Goulermas, John Y., Ananiadou, Sophia
Publikováno v:
In Journal of Biomedical Informatics August 2017 72:67-76
Autor:
Przybyła, Piotr1, Brockmeier, Austin J.1, Kontonatsios, Georgios1, Le Pogam, Marie‐Annick2, McNaught, John1, von Elm, Erik2, Nolan, Kay3, Ananiadou, Sophia1 sophia.ananiadou@manchester.ac.uk
Publikováno v:
Research Synthesis Methods. Sep2018, Vol. 9 Issue 3, p470-488. 19p.