Alexander G. Huth

California Institute of Technology — United States

Computer Science · Physical Sciences

26h-index6.6kcitations86works2.02yr avg
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Research Topics

Topic Modeling(22), Neurobiology of Language and Bilingualism(18), Neural dynamics and brain function(18), Functional Brain Connectivity Studies(17), Face Recognition and Perception(11)

Publications86 total

Visual Semantic Encoding and Identification of Naturalistic Movies via High-Density Diffuse Optical Tomography
2025Open Access
Evaluating scientific theories as predictive models in language neuroscience
2025Open Access
Efficient uniform sampling explains non-uniform memory of narrative stories
2025Open Access
Semantic mapping of visual object categories in movies using very high-density diffuse optical tomography
2025
BrainWavLM: Fine-tuning Speech Representations with Brain Responses to Language
arXiv (Cornell University)·2025· 2 citedOpen Access
Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents
arXiv (Cornell University)·2025Open Access
Semantic language decoding across participants and stimulus modalities
Current Biology·2025· 7 cited
Evaluating Scientific Theories As Predictive Models in Language Neuroscience
SSRN Electronic Journal·2025Open Access
Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks
arXiv (Cornell University)·2024· 2 citedOpen Access
Generative causal testing to bridge data-driven models and scientific theories in language neuroscience
arXiv (Cornell University)·2024Open Access
Supplementary material to "Glacier damage evolution over ice flow timescales"
2024
Occipital-temporal cortical tuning to semantic and affective features of natural images predicts associated behavioral responses
Nature Communications·2024· 14 citedOpen Access
Crafting Interpretable Embeddings by Asking LLMs Questions
arXiv (Cornell University)·2024· 2 citedOpen Access
How Many Bytes Can You Take Out Of Brain-To-Text Decoding?
arXiv (Cornell University)·2024· 1 citedOpen Access
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
2024· 2 citedOpen Access
Author Correction: Phonemic segmentation of narrative speech in human cerebral cortex
Nature Communications·2023Open Access
Humans and language models diverge when predicting repeating text
arXiv (Cornell University)·2023· 1 citedOpen Access
A natural language fMRI dataset for voxelwise encoding models
Scientific Data·2023· 42 citedOpen Access
A unifying computational account of temporal context effects in language across the human cortex
2023· 3 citedOpen Access
Phonemic segmentation of narrative speech in human cerebral cortex
Nature Communications·2023· 16 citedOpen Access
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Frequent Co-authors

Jack L. Gallant(16), Shailee Jain(12), Vy A. Vo(8), Jerry Tang(7), Amanda LeBel(7), Javier S. Turek(7), Shinji Nishimoto(6), Frédéric E. Theunissen(5), Tolga Çukur(5), Richard Antonello(5), Christof Koch(4), Anwar O. Núñez-Elizalde(4), Thomas L. Griffiths(3), Jonathan Malmaud(3), Fatma Deniz(3), Natalia Y. Bilenko(3), Shivangi Mahto(3), Wendy A. de Heer(2), An T. Vu(2), Liberty S. Hamilton(2)