2 papers
cs.CV2015
Multimodal MRI Neuroimaging with Motion Compensation Based on Particle Filtering
Yu-Hui Chen, Roni Mittelman, Boklye Kim +2
Head movement during scanning impedes activation detection in fMRI studies. Head motion in fMRI acquired using slice-based Echo Planar Imaging (EPI) can be estimated and compensate…
stat.ML2015
Time-series modeling with undecimated fully convolutional neural networks
Roni Mittelman
We present a new convolutional neural network-based time-series model. Typical convolutional neural network (CNN) architectures rely on the use of max-pooling operators in between…