Lukasiewicz T - Search Results

1

Recurrent predictive coding models for associative memory employing covariance learning.

Tang M, Salvatori T, Millidge B, Song Y, Lukasiewicz T, Bogacz R. Tang M, et al. Among authors: lukasiewicz t. PLoS Comput Biol. 2023 Apr 14;19(4):e1010719. doi: 10.1371/journal.pcbi.1010719. eCollection 2023 Apr. PLoS Comput Biol. 2023. PMID: 37058541 Free PMC article.

2

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records.

Li Y, Mamouei M, Salimi-Khorshidi G, Rao S, Hassaine A, Canoy D, Lukasiewicz T, Rahimi K. Li Y, et al. Among authors: lukasiewicz t. IEEE J Biomed Health Inform. 2023 Feb;27(2):1106-1117. doi: 10.1109/JBHI.2022.3224727. Epub 2023 Feb 3. IEEE J Biomed Health Inform. 2023. PMID: 36427286 Free PMC article.

3

Can the Brain Do Backpropagation? -Exact Implementation of Backpropagation in Predictive Coding Networks.

Song Y, Lukasiewicz T, Xu Z, Bogacz R. Song Y, et al. Among authors: lukasiewicz t. Adv Neural Inf Process Syst. 2020;33:22566-22579. Adv Neural Inf Process Syst. 2020. PMID: 33840988 Free PMC article.

4

Associative Memories via Predictive Coding.

Salvatori T, Song Y, Hong Y, Sha L, Frieder S, Xu Z, Bogacz R, Lukasiewicz T. Salvatori T, et al. Among authors: lukasiewicz t. Adv Neural Inf Process Syst. 2021 Dec 1;34:3874-3886. Adv Neural Inf Process Syst. 2021. PMID: 35664437 Free PMC article.

5

Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models.

Millidge B, Salvatori T, Song Y, Lukasiewicz T, Bogacz R. Millidge B, et al. Among authors: lukasiewicz t. Proc Mach Learn Res. 2022 Jul;162:15561-15583. Proc Mach Learn Res. 2022. PMID: 36751405 Free PMC article.

6

Learning on Arbitrary Graph Topologies via Predictive Coding.

Salvatori T, Pinchetti L, Millidge B, Song Y, Bao T, Bogacz R, Lukasiewicz T. Salvatori T, et al. Among authors: lukasiewicz t. Adv Neural Inf Process Syst. 2022 Nov;35:38232-38244. Adv Neural Inf Process Syst. 2022. PMID: 37090087 Free PMC article.

7

Reverse Differentiation via Predictive Coding.

Salvatori T, Song Y, Xu Z, Lukasiewicz T, Bogacz R. Salvatori T, et al. Among authors: lukasiewicz t. Proc AAAI Conf Artif Intell. 2022 Jun 28;36(7):8150-8158. doi: 10.1609/aaai.v36i7.20788. Proc AAAI Conf Artif Intell. 2022. PMID: 37205168 Free PMC article.

8

Cross-domain attention-guided generative data augmentation for medical image analysis with limited data.

Xu Z, Tang J, Qi C, Yao D, Liu C, Zhan Y, Lukasiewicz T. Xu Z, et al. Among authors: lukasiewicz t. Comput Biol Med. 2024 Jan;168:107744. doi: 10.1016/j.compbiomed.2023.107744. Epub 2023 Nov 23. Comput Biol Med. 2024. PMID: 38006826

9

Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning.

Xu Z, Wang S, Xu G, Liu Y, Yu M, Zhang H, Lukasiewicz T, Gu J. Xu Z, et al. Among authors: lukasiewicz t. Comput Biol Med. 2024 Feb;169:107877. doi: 10.1016/j.compbiomed.2023.107877. Epub 2023 Dec 21. Comput Biol Med. 2024. PMID: 38157774

10

μ-Net: Medical image segmentation using efficient and effective deep supervision.

Yuan D, Xu Z, Tian B, Wang H, Zhan Y, Lukasiewicz T. Yuan D, et al. Among authors: lukasiewicz t. Comput Biol Med. 2023 Jun;160:106963. doi: 10.1016/j.compbiomed.2023.106963. Epub 2023 Apr 23. Comput Biol Med. 2023. PMID: 37150087

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