Alexander G. Huth

1. Low-Dimensional Structure in the Space of Language Representations is\n Reflected in Brain Responses
   2021/06/09 by Richard Antonello, Antonello, Richard, Javier Turek +8 · 1 voice · 4 citations
   Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neurobiology of Language and Bilingualism #Topic Modeling #cs.CL #cs.LG
2. Predictive Coding or Just Feature Discovery? An Alternative Account of Why Language Models Fit Brain Data
   2022/11/04 by Richard Antonello, Alexander G. Huth · 1 voice · 21 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Explainable Artificial Intelligence (XAI) #Topic Modeling
3. Scaling laws for language encoding models in fMRI
   2023/05/19 by Richard Antonello, Antonello, Richard, Aditya R. Vaidya +3 · 1 voice · 16 citations
   Materials Science · Neuroscience · Computer Science · #Machine Learning in Materials Science #Functional Brain Connectivity Studies #Speech Recognition and Synthesis
4. Self-supervised models of audio effectively explain human cortical responses to speech
   2022/05/27 by Aditya R. Vaidya, Shailee Jain, Vaidya, Aditya R. +3 · 11 citations
   Computer Science · Neuroscience · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Neuroscience and Music Perception #Speech and Audio Processing
5. Brain encoding models based on multimodal transformers can transfer across language and vision
   2023/05/20 by Jerry Tang, Tang, Jerry, Meng Du +7 · 11 citations
   Psychology · #Language, Metaphor, and Cognition
6. Humans and language models diverge when predicting repeating text
   2023/10/10 by Aditya R. Vaidya, Javier Turek, Javier S. Turek +4 · 1 voice · 4 citations
   Computer Science · #Topic Modeling #Text Readability and Simplification #Intelligent Tutoring Systems and Adaptive Learning
7. Deep Generative Modeling for Scene Synthesis via Hybrid Representations
   2018/08/06 by Zaiwei Zhang, Zhang, Zaiwei, Zhenpei Yang +11 · 3 citations
   Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
8. Phonemic segmentation of narrative speech in human cerebral cortex
   2023/07/18 by Xue Gong, Alexander G. Huth, Fatma Deniz +3 · 1 voice · 5 citations
   Neuroscience · Psychology · #Neurobiology of Language and Bilingualism #Neuroscience and Music Perception #Phonetics and Phonology Research
9. Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents
   2025/02/10 by Mathis Pink, Qinyuan Wu, Pink, Mathis +11 · 5 citations
   Computer Science · #Multi-Agent Systems and Negotiation
10. BrainWavLM: Fine-tuning Speech Representations with Brain Responses to Language
    2025/02/13 by Nishitha Vattikonda, Aditya R. Vaidya, Vattikonda, Nishitha +5 · 3 citations
    Neuroscience · Computer Science · #EEG and Brain-Computer Interfaces #Topic Modeling #Neurobiology of Language and Bilingualism
11. Generative causal testing to bridge data-driven models and scientific theories in language neuroscience
    2024/10/01 by Richard Antonello, Chandan Singh, Antonello, Richard +12 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Language and cultural evolution #Natural Language Processing Techniques #Neurons and Cognition (q-bio.NC) #Topic Modeling