Patel A - Search Results

1

Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging.

Kim D, Wang N, Ravikumar V, Raghuram DR, Li J, Patel A, Wendt RE 3rd, Rao G, Rao A. Kim D, et al. Among authors: patel a. Front Comput Neurosci. 2019 Jul 30;13:52. doi: 10.3389/fncom.2019.00052. eCollection 2019. Front Comput Neurosci. 2019. PMID: 31417387 Free PMC article.

2

Editorial: Symmetry as a guiding principle in artificial and brain neural networks, volume II.

Anselmi F, Patel AB. Anselmi F, et al. Among authors: patel ab. Front Comput Neurosci. 2024 Dec 9;18:1527725. doi: 10.3389/fncom.2024.1527725. eCollection 2024. Front Comput Neurosci. 2024. PMID: 39717755 Free PMC article. No abstract available.

3

Editorial: Symmetry as a guiding principle in artificial and brain neural networks.

Anselmi F, Patel AB. Anselmi F, et al. Front Comput Neurosci. 2022 Oct 24;16:1039572. doi: 10.3389/fncom.2022.1039572. eCollection 2022. Front Comput Neurosci. 2022. PMID: 36353212 Free PMC article. No abstract available.

4

Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples.

Caro JO, Ju Y, Pyle R, Dey S, Brendel W, Anselmi F, Patel AB. Caro JO, et al. Front Comput Neurosci. 2024 Jun 20;18:1387077. doi: 10.3389/fncom.2024.1387077. eCollection 2024. Front Comput Neurosci. 2024. PMID: 38966128 Free PMC article.

5

Understanding Robustness and Generalization of Artificial Neural Networks Through Fourier Masks.

Karantzas N, Besier E, Ortega Caro J, Pitkow X, Tolias AS, Patel AB, Anselmi F. Karantzas N, et al. Front Artif Intell. 2022 Jul 12;5:890016. doi: 10.3389/frai.2022.890016. eCollection 2022. Front Artif Intell. 2022. PMID: 35903397 Free PMC article.

6

Privacy-Preserving Social Ambiance Measure From Free-Living Speech Associates With Chronic Depressive and Psychotic Disorders.

Chen W, Sabharwal A, Taylor E, Patel AB, Moukaddam N. Chen W, et al. Among authors: patel ab. Front Psychiatry. 2021 Aug 11;12:670020. doi: 10.3389/fpsyt.2021.670020. eCollection 2021. Front Psychiatry. 2021. PMID: 34456760 Free PMC article.

7

Robust deep learning object recognition models rely on low frequency information in natural images.

Li Z, Ortega Caro J, Rusak E, Brendel W, Bethge M, Anselmi F, Patel AB, Tolias AS, Pitkow X. Li Z, et al. PLoS Comput Biol. 2023 Mar 27;19(3):e1010932. doi: 10.1371/journal.pcbi.1010932. eCollection 2023 Mar. PLoS Comput Biol. 2023. PMID: 36972288 Free PMC article.

8

Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics.

Sahs J, Pyle R, Damaraju A, Caro JO, Tavaslioglu O, Lu A, Anselmi F, Patel AB. Sahs J, et al. Among authors: patel ab. Front Artif Intell. 2022 May 11;5:889981. doi: 10.3389/frai.2022.889981. eCollection 2022. Front Artif Intell. 2022. PMID: 35647529 Free PMC article.

9

Domain-driven models yield better predictions at lower cost than reservoir computers in Lorenz systems.

Pyle R, Jovanovic N, Subramanian D, Palem KV, Patel AB. Pyle R, et al. Philos Trans A Math Phys Eng Sci. 2021 Apr 5;379(2194):20200246. doi: 10.1098/rsta.2020.0246. Epub 2021 Feb 15. Philos Trans A Math Phys Eng Sci. 2021. PMID: 33583272 Free PMC article.

10

Identifying Surface-Enhanced Raman Spectra with a Raman Library Using Machine Learning.

Ju Y, Neumann O, Bajomo M, Zhao Y, Nordlander P, Halas NJ, Patel A. Ju Y, et al. Among authors: patel a. ACS Nano. 2023 Nov 14;17(21):21251-21261. doi: 10.1021/acsnano.3c05510. Epub 2023 Nov 1. ACS Nano. 2023. PMID: 37910670

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