conftrace_

brain encoding

29 papers

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Co-occurring keywords

neural encoding (50) language model (4599) functional magnetic resonance imaging (42) semantic representation (497) cognitive neuroscience (8) word embedding (1764) fmri brain activity (3) encoding model (10) brain decoding (41) transfer learning (5449)

Papers

BrainLMM: A Label-Free Framework for Mapping Multi-Semantic Representation in the Human Visual Cortex AAAI 2026
Encoding and Decoding Language in the Brain with Language Models EACL 2026
Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language NAACL 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Speech language models lack important brain-relevant semantics ACL 2024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024
Brain Decodes Deep Nets CVPR 2024
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024
Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond ACL 2024
How does the brain process syntactic structure while listening? ACL 2023
MEG Encoding using Word Context Semantics in Listening Stories INTERSPEECH 2023
Scaling laws for language encoding models in fMRI NIPS 2023
Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023
Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? INTERSPEECH 2023
Hierarchical Processing of Visual and Language Information in the Brain AACL 2022
Visio-Linguistic Brain Encoding COLING 2022
Attention weights accurately predict language representations in the brain EMNLP 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
Convergent Representations of Computer Programs in Human and Artificial Neural Networks NIPS 2022
Can fMRI reveal the representation of syntactic structure in the brain? NIPS 2021
When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding IJCAI 2021
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NIPS 2020
From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019
Relating Simple Sentence Representations in Deep Neural Networks and the Brain ACL 2019