neural encoding

Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers ICLR 2025 CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025 From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025 SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025 A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024 Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 fMRI predictors based on language models of increasing complexity recover brain left lateralization NeurIPS 2024 Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024 Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ACL 2024 Bayesian Oracle for bounding information gain in neural encoding models ICLR 2023 Energy Guided Diffusion for Generating Neurally Exciting Images NeurIPS 2023 Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023 Information Geometry of the Retinal Representation Manifold NeurIPS 2023 Investigating the cortical tracking of speech and music with sung speech Interspeech 2023 Joint processing of linguistic properties in brains and language models NeurIPS 2023 MEG Encoding using Word Context Semantics in Listening Stories Interspeech 2023 Scaling laws for language encoding models in fMRI NeurIPS 2023 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models NeurIPS 2022 CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022 Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup EMNLP 2022 Learning low-dimensional generalizable natural features from retina using a U-net NeurIPS 2022 Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NeurIPS 2022 Natural image synthesis for the retina with variational information bottleneck representation NeurIPS 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022