EEG-based emotion recognition using logistic regression with Gaussian kernel and Laplacian prior and investigation of critical frequency bands
Emotion plays a nuclear part in human attention, decision-making, and communication.
Electroencephalogram (EEG)-based emotion recognition has developed a lot due to the …
Electroencephalogram (EEG)-based emotion recognition has developed a lot due to the …
Semantic brain decoding: from fmri to conceptually similar image reconstruction of visual stimuli
Brain decoding is a field of computational neuroscience that uses measurable brain activity
to infer mental states or internal representations of perceptual inputs. Therefore, we propose …
to infer mental states or internal representations of perceptual inputs. Therefore, we propose …
Multimodal decoding of human brain activity into images and text
Every day, the human brain processes an immense volume of visual information, relying on
intricate neural mechanisms to perceive and interpret these stimuli. Recent breakthroughs in …
intricate neural mechanisms to perceive and interpret these stimuli. Recent breakthroughs in …
Through their eyes: multi-subject Brain Decoding with simple alignment techniques
To-date, brain decoding literature has focused on single-subject studies, that is,
reconstructing stimuli presented to a subject under fMRI acquisition from the fMRI activity of …
reconstructing stimuli presented to a subject under fMRI acquisition from the fMRI activity of …
Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model
Brain decoding is a field of computational neuroscience that aims to infer mental states or
internal representations of perceptual inputs from measurable brain activity. In this study, we …
internal representations of perceptual inputs from measurable brain activity. In this study, we …
Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI
The human brain adeptly processes immense visual information using complex neural
mechanisms. Recent advances in functional MRI (fMRI) enable decoding this visual …
mechanisms. Recent advances in functional MRI (fMRI) enable decoding this visual …