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ArticlesPeer ReviewedFull Text
Random synaptic feedback weights support error backpropagation for deep learning
Author / Creator:Lillicrap, Timothy P. ; Cownden, Daniel ; Tweed, Douglas B. ; Akerman, Colin J.
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2016-11, Vol.7 (1), p.13276-10, Article 13276
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Deep learning: new computational modelling techniques for genomics
Author / Creator:Eraslan, Gökcen ; Avsec, Žiga ; Gagneur, Julien ; Theis, Fabian J.
Publisher:London: Nature Publishing Group UK
Journal title:Nature reviews. Genetics, 2019-07, Vol.20 (7), p.389-403
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ArticlesPeer ReviewedFull Text
An Improved Grey Wolf Optimizer Based on Differential Evolution and Elimination Mechanism
Author / Creator:Wang, Jie-Sheng ; Li, Shu-Xia
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2019-05, Vol.9 (1), p.7181-7181, Article 7181
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A stacking ensemble deep learning approach to cancer type classification based on TCGA data
Author / Creator:Mohammed, Mohanad ; Mwambi, Henry ; Mboya, Innocent B. ; Elbashir, Murtada K. ; Omolo, Bernard
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-08, Vol.11 (1), p.15626-22, Article 15626
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ArticlesPeer ReviewedFull Text
Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
Author / Creator:Eshaghi, Arman ; Young, Alexandra L. ; Wijeratne, Peter A. ; Prados, Ferran ; Arnold, Douglas L. ; Narayanan, Sridar ; Guttmann, Charles R. G. ; Barkhof, Frederik ; Alexander, Daniel C. ; Thompson, Alan J. ; Chard, Declan ; Ciccarelli, Olga
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2021-04, Vol.12 (1), p.2078-2078, Article 2078
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Event-based backpropagation can compute exact gradients for spiking neural networks
Author / Creator:Wunderlich, Timo C. ; Pehle, Christian
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-06, Vol.11 (1), p.12829-12829, Article 12829
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ArticlesPeer ReviewedFull Text
Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis
Author / Creator:Zhang, Yu ; Zhang, Han ; Chen, Xiaobo ; Lee, Seong-Whan ; Shen, Dinggang
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2017-07, Vol.7 (1), p.6530-15, Article 6530
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ArticlesPeer ReviewedFull Text
A model for learning based on the joint estimation of stochasticity and volatility
Author / Creator:Piray, Payam ; Daw, Nathaniel D.
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2021-11, Vol.12 (1), p.6587-6587, Article 6587
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Automatic seizure detection based on imaged-EEG signals through fully convolutional networks
Author / Creator:Gómez, Catalina ; Arbeláez, Pablo ; Navarrete, Miguel ; Alvarado-Rojas, Catalina ; Le Van Quyen, Michel ; Valderrama, Mario
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-12, Vol.10 (1), p.21833-21833, Article 21833
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A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron
Author / Creator:Ortín, S. ; Soriano, M. C. ; Pesquera, L. ; Brunner, D. ; San-Martín, D. ; Fischer, I. ; Mirasso, C. R. ; Gutiérrez, J. M.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2015-10, Vol.5 (1), p.14945-14945, Article 14945
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ArticlesPeer ReviewedFull Text
Localization and Classification of Paddy Field Pests using a Saliency Map and Deep Convolutional Neural Network
Author / Creator:Liu, Ziyi ; Gao, Junfeng ; Yang, Guoguo ; Zhang, Huan ; He, Yong
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2016-02, Vol.6 (1), p.20410-20410, Article 20410
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Artificial intelligence enabled automated diagnosis and grading of ulcerative colitis endoscopy images
Author / Creator:Sutton, Reed T. ; Zai͏̈ane, Osmar R. ; Goebel, Randolph ; Baumgart, Daniel C.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-02, Vol.12 (1), p.2748-10, Article 2748
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ArticlesPeer ReviewedFull Text
Cognitive impairment categorized in community-dwelling older adults with and without dementia using in-home sensors that recognise activities of daily living
Author / Creator:Urwyler, Prabitha ; Stucki, Reto ; Rampa, Luca ; Müri, René ; Mosimann, Urs P ; Nef, Tobias
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2017-02, Vol.7 (1), p.42084-42084, Article 42084
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ArticlesPeer ReviewedFull Text
A mechanistic account of serotonin’s impact on mood
Author / Creator:Michely, Jochen ; Eldar, Eran ; Martin, Ingrid M. ; Dolan, Raymond J.
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2020-05, Vol.11 (1), p.2335-2335, Article 2335
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ArticlesPeer ReviewedFull Text
Reduced model-based decision-making in gambling disorder
Author / Creator:Wyckmans, Florent ; Otto, A. Ross ; Sebold, Miriam ; Daw, Nathaniel ; Bechara, Antoine ; Saeremans, Mélanie ; Kornreich, Charles ; Chatard, Armand ; Jaafari, Nemat ; Noël, Xavier
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2019-12, Vol.9 (1), p.19625-10, Article 19625
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ArticlesPeer ReviewedFull Text
Predictive olfactory learning in Drosophila
Author / Creator:Zhao, Chang ; Widmer, Yves F. ; Diegelmann, Sören ; Petrovici, Mihai A. ; Sprecher, Simon G. ; Senn, Walter
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.6795-6795, Article 6795
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Neurons learn by predicting future activity
Author / Creator:Luczak, Artur ; McNaughton, Bruce L. ; Kubo, Yoshimasa
Publisher:London: Nature Publishing Group UK
Journal title:Nature machine intelligence, 2022-01, Vol.4 (1), p.62-72
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An improved water strider algorithm for solving the inverse Burgers Huxley equation
Author / Creator:Mazraeh, Hassan Dana ; Parand, Kourosh ; Hosseinzadeh, Mehdi ; Lansky, Jan ; Nulíček, Vladimír
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-11, Vol.14 (1), p.28797-16, Article 28797
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Motor synergy and energy efficiency emerge in whole-body locomotion learning
Author / Creator:Li, Guanda ; Hayashibe, Mitsuhiro
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2025-01, Vol.15 (1), p.712-15, Article 712
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DINO-Mix enhancing visual place recognition with foundational vision model and feature mixing
Author / Creator:Huang, Gaoshuang ; Zhou, Yang ; Hu, Xiaofei ; Zhang, Chenglong ; Zhao, Luying ; Gan, Wenjian
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-09, Vol.14 (1), p.22100-16, Article 22100
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Showing 1 to 20 of 67 results

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Random synaptic feedback weights support error backpropagation for deep learning

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Deep learning: new computational modelling techniques for genomics

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An Improved Grey Wolf Optimizer Based on Differential Evolution and Elimination Mechanism

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A stacking ensemble deep learning approach to cancer type classification based on TCGA data

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Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

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Event-based backpropagation can compute exact gradients for spiking neural networks

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Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

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A model for learning based on the joint estimation of stochasticity and volatility

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Automatic seizure detection based on imaged-EEG signals through fully convolutional networks

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A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

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Localization and Classification of Paddy Field Pests using a Saliency Map and Deep Convolutional Neural Network

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Artificial intelligence enabled automated diagnosis and grading of ulcerative colitis endoscopy images

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Cognitive impairment categorized in community-dwelling older adults with and without dementia using in-home sensors that recognise activities of daily living

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A mechanistic account of serotonin’s impact on mood

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Reduced model-based decision-making in gambling disorder

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Predictive olfactory learning in Drosophila

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Neurons learn by predicting future activity

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An improved water strider algorithm for solving the inverse Burgers Huxley equation

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Motor synergy and energy efficiency emerge in whole-body locomotion learning

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DINO-Mix enhancing visual place recognition with foundational vision model and feature mixing

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