Saxe AM[au] - Search Results

Year	Number of Results
2019	1
2020	2
2023	3
2024	1

1

Strategically managing learning during perceptual decision making.

Masís J, Chapman T, Rhee JY, Cox DD, Saxe AM. Masís J, et al. Among authors: saxe am. Elife. 2023 Feb 14;12:e64978. doi: 10.7554/eLife.64978. Elife. 2023. PMID: 36786427 Free PMC article.

2

Mice identify subgoal locations through an action-driven mapping process.

Shamash P, Lee S, Saxe AM, Branco T. Shamash P, et al. Among authors: saxe am. Neuron. 2023 Jun 21;111(12):1966-1978.e8. doi: 10.1016/j.neuron.2023.03.034. Epub 2023 Apr 28. Neuron. 2023. PMID: 37119818 Free PMC article.

3

Exact learning dynamics of deep linear networks with prior knowledge.

J Dominé CC, Braun L, Fitzgerald JE, Saxe AM. J Dominé CC, et al. Among authors: saxe am. J Stat Mech. 2023 Nov 1;2023(11):114004. doi: 10.1088/1742-5468/ad01b8. Epub 2023 Nov 15. J Stat Mech. 2023. PMID: 38524253 Free PMC article.

4

Meta-Learning Strategies through Value Maximization in Neural Networks.

Carrasco-Davis R, Masís J, Saxe AM. Carrasco-Davis R, et al. Among authors: saxe am. ArXiv [Preprint]. 2024 Jul 15:arXiv:2310.19919v2. ArXiv. 2024. PMID: 39070033 Free PMC article. Preprint.

5

High-dimensional dynamics of generalization error in neural networks.

Advani MS, Saxe AM, Sompolinsky H. Advani MS, et al. Among authors: saxe am. Neural Netw. 2020 Dec;132:428-446. doi: 10.1016/j.neunet.2020.08.022. Epub 2020 Sep 5. Neural Netw. 2020. PMID: 33022471 Free PMC article.

6

A mathematical theory of semantic development in deep neural networks.

Saxe AM, McClelland JL, Ganguli S. Saxe AM, et al. Proc Natl Acad Sci U S A. 2019 Jun 4;116(23):11537-11546. doi: 10.1073/pnas.1820226116. Epub 2019 May 17. Proc Natl Acad Sci U S A. 2019. PMID: 31101713 Free PMC article.

7

Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup.

Goldt S, Advani MS, Saxe AM, Krzakala F, Zdeborová L. Goldt S, et al. Among authors: saxe am. J Stat Mech. 2020 Dec;2020(12):124010. doi: 10.1088/1742-5468/abc61e. Epub 2020 Dec 21. J Stat Mech. 2020. PMID: 34262607 Free PMC article.

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