← Search

Mainak Jas

3 accepted papers

2018

Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals

NeurIPS 2018poster

Frequency-specific patterns of neural activity are traditionally interpreted as sustained rhythmic oscillations, and related to cognitive mechanisms such as attention, high level visual processing or motor control. While alpha waves (8--12\,Hz) are known to closely resemble short sinusoids, and thus…

Cited by 67SourcePDFScholar
2017

Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding

NeurIPS 2017poster

Neural time-series data contain a wide variety of prototypical signal waveforms (atoms) that are of significant importance in clinical and cognitive research. One of the goals for analyzing such data is hence to extract such `shift-invariant' atoms. Even though some success has been reported with ex…

Cited by 63SourcePDFScholar
2015

Image Specificity

CVPR 2015poster

For some images, descriptions written by multiple people are consistent with each other. But for other images, descriptions across people vary considerably. In other words, some images are specific - they elicit consistent descriptions from different people - while other images are ambiguous. Applic…

Cited by 51SourcePDFScholar