Neural Encoding Models
method
ID: neuralencodingmodels
Related Papers
How Does the Experimental Setting Affect the Conclusions of Neural Encoding Models?
AbstractRecent years have witnessed the tendency of neural encoding models on exploring brain language processing using naturalistic stimuli. Neural encoding models are data-driven methods that require an encoding model to …...
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?
AbstractSeveral popular Transformer based language models have been found to be successful for text-driven brain encoding. However, existing literature leverages only pretrained text Transformer models and has not explored the …...
Visio-Linguistic Brain Encoding
AbstractBrain encoding aims at reconstructing fMRI brain activity given a stimulus. There exists a plethora of neural encoding models which study brain encoding for single mode stimuli: visual (pretrained CNNs) …...