Alexander G. Huth

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 13

Top Topics

Top Venues

Frontiers Neuroinformatics

J. Cogn. Neurosci.

Publications

Vinamra Benara, Chandan Singh, John X. Morris, Richard Antonello, Ion Stoica, Alexander G. Huth, Jianfeng Gao
Crafting Interpretable Embeddings by Asking LLMs Questions. CoRR (2024)
Aditya R. Vaidya, Javier Turek, Alexander G. Huth
Humans and language models diverge when predicting repeating text. CoRR (2023)
Richard Antonello, Aditya R. Vaidya, Alexander G. Huth
Scaling laws for language encoding models in fMRI. CoRR (2023)
Chandan Singh, Aliyah R. Hsu, Richard Antonello, Shailee Jain, Alexander G. Huth, Bin Yu, Jianfeng Gao
Explaining black box text modules in natural language with language models. CoRR (2023)
Jerry Tang, Meng Du, Vy A. Vo, Vasudev Lal, Alexander G. Huth
Brain encoding models based on multimodal transformers can transfer across language and vision. CoRR (2023)
Aditya R. Vaidya, Shailee Jain, Alexander G. Huth
Self-supervised models of audio effectively explain human cortical responses to speech. CoRR (2022)
Akarsh Kumar, Aditya R. Vaidya, Alexander G. Huth
Physically Plausible Pose Refinement using Fully Differentiable Forces. CoRR (2021)
Shivangi Mahto, Vy A. Vo, Javier S. Turek, Alexander G. Huth
Multi-timescale representation learning in LSTM Language Models. CoRR (2020)
Javier S. Turek, Shailee Jain, Mihai Capota, Alexander G. Huth, Theodore L. Willke
A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in between. CoRR (2019)
Anwar Nunez-Elizalde, Alexander G. Huth, Jack L. Gallant
Voxelwise encoding models with non-spherical multivariate normal priors. NeuroImage 197 (2019)
Pawel J. Matusz, Suzanne Dikker, Alexander G. Huth, Catherine Perrodin
Are We Ready for Real-world Neuroscience? J. Cogn. Neurosci. 31 (3) (2019)
Javier S. Turek, Alexander G. Huth
Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling. CVPR (2018)
Alexander G. Huth, Wendy A. de Heer, Thomas L. Griffiths, Frédéric E. Theunissen, Jack L. Gallant
Natural speech reveals the semantic maps that tile human cerebral cortex. Nat. 532 (7600) (2016)
James S. Gao, Alexander G. Huth, Mark D. Lescroart, Jack L. Gallant
Pycortex: an interactive surface visualizer for fMRI. Frontiers Neuroinformatics 9 (2014)
Michael Gastpar, Patrick R. Gill, Alexander G. Huth, Frédéric E. Theunissen
Anthropic correction of information estimates and its application to neural coding. IEEE Trans. Inf. Theory 56 (2) (2010)