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neural encoding

50 papers

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Co-occurring keywords

brain encoding (29) receptive field (94) language model (4573) population coding (17) mutual information (717) spiking neuron (35) convolutional neural network (4216) brain alignment (10) encoding model (10) neural network (6616)

Papers

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
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NIPS 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
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024
fMRI predictors based on language models of increasing complexity recover brain left lateralization NIPS 2024
MEG Encoding using Word Context Semantics in Listening Stories INTERSPEECH 2023
Energy Guided Diffusion for Generating Neurally Exciting Images NIPS 2023
Information Geometry of the Retinal Representation Manifold NIPS 2023
Investigating the cortical tracking of speech and music with sung speech INTERSPEECH 2023
Joint processing of linguistic properties in brains and language models NIPS 2023
Scaling laws for language encoding models in fMRI NIPS 2023
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023
Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NIPS 2022
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ICML 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup EMNLP 2022
Natural image synthesis for the retina with variational information bottleneck representation NIPS 2022
Learning low-dimensional generalizable natural features from retina using a U-net NIPS 2022
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022
Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models NIPS 2022
A time-resolved theory of information encoding in recurrent neural networks NIPS 2022
From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020