15 citations · 39 across the 23 of their papers we have counts for
4 papers · 1 filter
Tract-RLFormer: A Tract-Specific RL policy based Decoder-only Transformer Network
Ankita Joshi, Ashutosh Sharma, Anoushkrit Goel +4
Fiber tractography is a cornerstone of neuroimaging, enabling the detailed mapping of the brain's white matter pathways through diffusion MRI. This is crucial for understanding bra…
TractoEmbed: Modular Multi-level Embedding framework for white matter tract segmentation
Anoushkrit Goel, Bipanjit Singh, Ankita Joshi +4
White matter tract segmentation is crucial for studying brain structural connectivity and neurosurgical planning. However, segmentation remains challenging due to issues like class…
EEG classification for visual brain decoding with spatio-temporal and transformer based paradigms
Akanksha Sharma, Jyoti Nigam, Abhishek Rathore +1
In this work, we delve into the EEG classification task in the domain of visual brain decoding via two frameworks, involving two different learning paradigms. Considering the spati…
Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN
Rahul Mishra, Arnav Bhavsar
In this study, we tackle a modern research challenge within the field of perceptual brain decoding, which revolves around synthesizing images from EEG signals using an adversarial…