Multi-layer classification and dropout regularization permit transfer learning between fMRI datasets
https://t.co/lebGUZXuJc
Author: Bertrand THIRION
PhD Defense of Elvis Dohmatob
Will take place on Tuesday, Sept 26th in Neurospin amphitheater. The thesis is entitled “Enhancement of functional brain connectome analysis by the use of deformable models in the estimation of spatial decompositions of the brain images”, and the committee includes: John Ashburner Gabriel Peyré Moritz Grosse-Wentrup Marc Schoenauer G. Varoquaux…
Parietal@CCN 2017
Jérôme Dockès is presenting a poster “Relating Brain Structures To Open-Ended Descriptions Of Cognition”: a rigorous machine learning setting for meta-analysis.
Decoding fMRI activity in the time domain improves classification performance
Now on HAL: https://hal.inria.fr/hal-01576641 Great work by @joaoloula.
Parietal@PRNI 2017: 2 oral presentations
Multi-output predictions from neuroimaging: assessing reduced-rank linear models Bertrand Thirion; Gael P Varoquaux; Mehdi Rahim* Towards a Faster Randomized Parcellation Based Inference Gael Varoquaux; Andres Hoyos-Idrobo*; Bertrand Thirion See https://sites.google.com/site/prni2017/home/program/
The first release of IBC data on NeuroVault
We have just released a first batch of >500 brain images on NeuroVault (http://neurovault.org/collections/2138/). These high-resolution images (1.5mm) represent activations of the 12 subjects of the IBC cohort for a first set of functional contrasts and are the first step toward a normative dataset that will be the basis of…
Seeing it all: Convolutional network layers map the function of the human visual system
Our convolutional network paper is out in Neuroimage ! http://www.sciencedirect.com/science/article/pii/S1053811916305481 •Convolutional network image representations of different layer depth explain brain activity throughout the full ventral visual stream. •This mapping follows the known hierarchical organisation. •Results from both static images and video stimuli. •A model of brain activity for the full…
IBC at SfN 2016
Please visit the Electronic poster presented by Ana Luisa Grilo Pinho ! Please find more information here: http://www.abstractsonline.com/pp8/#!/4071/presentation/24144.
12 participants hired
The initial cohort of IBC is now set. Thanks to all participants. This will be a long adventure !
Start of the project.
The first participant has signed the informed consent. This means that IBC now runs.
