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Armin W. Thomas
Armin W. Thomas
Liquid AI
在 liquid.ai 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
On the opportunities and risks of foundation models
R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ...
arXiv preprint arXiv:2108.07258, 2021
32802021
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
DY Fu, T Dao, KK Saab, AW Thomas, A Rudra, C Re
International Conference on Learning Representations (ICLR 2023), 2023
2222023
Analyzing Neuroimaging Data Through Recurrent Deep Learning Models
AW Thomas, HR Heekeren, KR Müller, W Samek
Frontiers in Neuroscience 13, 1321, 2019
110*2019
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
E Nguyen, M Poli, M Faizi, A Thomas, C Birch-Sykes, M Wornow, A Patel, ...
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
942023
Gaze bias differences capture individual choice behaviour
AW Thomas, F Molter, I Krajbich, HR Heekeren, PNC Mohr
Nature Human Behaviour, 1, 2019
78*2019
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
DY Fu, EL Epstein, E Nguyen, AW Thomas, M Zhang, T Dao, A Rudra, ...
International Conference on Machine Learning (ICML 2023), 2023
392023
Uncovering the computational mechanisms underlying many-alternative choice
AW Thomas, F Molter, I Krajbich
Elife 10, e57012, 2021
302021
Deep transfer learning for whole-brain FMRI analyses
AW Thomas, KR Müller, W Samek
International Workshop on Machine Learning in Clinical Neuroimaging at …, 2019
262019
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
DY Fu, S Arora, J Grogan, I Johnson, S Eyuboglu, AW Thomas, B Spector, ...
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
252023
Self-Supervised Learning Of Brain Dynamics From Broad Neuroimaging Data
AW Thomas, C Ré, RA Poldrack
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
252022
Interpreting mental state decoding with deep learning models
AW Thomas, C Ré, RA Poldrack
Trends in Cognitive Sciences 26 (11), 972-986, 2022
17*2022
Gaze-dependent evidence accumulation predicts multi-alternative risky choice behaviour
F Molter, AW Thomas, SA Huettel, HR Heekeren, PNC Mohr
PLOS Computational Biology 18 (7), e1010283, 2022
122022
Sequence modeling and design from molecular to genome scale with Evo
E Nguyen, M Poli, MG Durrant, AW Thomas, B Kang, J Sullivan, MY Ng, ...
bioRxiv, 2024.02. 27.582234, 2024
112024
Evaluating deep transfer learning for whole-brain cognitive decoding
AW Thomas, U Lindenberger, W Samek, KR Müller
Journal of the Franklin Institute 360 (13), 9754-9787, 2023
102023
GLAMbox: A Python toolbox for investigating the association between gaze allocation and decision behaviour
F Molter, AW Thomas, HR Heekeren, PNC Mohr
PloS one 14 (12), e0226428, 2019
92019
Mechanistic Design and Scaling of Hybrid Architectures
M Poli, AW Thomas, E Nguyen, P Ponnusamy, B Deiseroth, K Kersting, ...
arXiv preprint arXiv:2403.17844, 2024
62024
Benchmarking explanation methods for mental state decoding with deep learning models
AW Thomas, C Ré, RA Poldrack
NeuroImage, 120109, 2023
6*2023
Differentiable programming for functional connectomics
R Ciric, AW Thomas, O Esteban, RA Poldrack
2nd Machine Learning for Health Symposium at NeurIPS 2022, 2022
22022
Deep Learning for Whole-Brain Cognitive Decoding
KR Müller, AW Thomas, W Samek
2022 10th International Winter Conference on Brain-Computer Interface (BCI), 1-3, 2022
2022
Machine learning methods for modeling gaze allocation in simple choice behavior and functional neuroimaging data on the level of the individual
AW Thomas
Dissertation, Berlin, Technische Universität Berlin, 2020, 2020
2020
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