Tag : networks

AI/ML

Robustness and lethality in multilayer biological molecular networks.

Newsemia
Related Articles Robustness and lethality in multilayer biological molecular networks. Nat Commun. 2020 Nov 27;11(1):6043 Authors: Liu X, Maiorino E, Halu A, Glass K, Prasad...
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Pseudo-analytical solutions for stochastic options pricing using monte carlo simulation and breeding PSO-trained neural networks

Newsemia
Palmer, S; Gorse, D; (2017) Pseudo-analytical solutions for stochastic options pricing using monte carlo simulation and breeding PSO-trained neural networks. In: ESANN 2017 proceedings, European...
AI/ML

Initializing photonic feed-forward neural networks using auxiliary tasks.

Newsemia
Related Articles Initializing photonic feed-forward neural networks using auxiliary tasks. Neural Netw. 2020 Sep;129:103-108 Authors: Passalis N, Mourgias-Alexandris G, Pleros N, Tefas A Abstract Photonics...
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Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images.

Newsemia
Related Articles Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images. IEEE Trans Neural Netw Learn Syst. 2020 01;31(1):113-123 Authors: Chriskos P, Frantzidis...
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Microwave tomography with phaseless data on the calcaneus by means of artificial neural networks.

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Related Articles Microwave tomography with phaseless data on the calcaneus by means of artificial neural networks. Med Biol Eng Comput. 2020 Feb;58(2):433-442 Authors: Fajardo JE,...
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Classification of foodborne bacteria using hyperspectral microscope imaging technology coupled with convolutional neural networks‡.

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Related Articles Classification of foodborne bacteria using hyperspectral microscope imaging technology coupled with convolutional neural networks‡. Appl Microbiol Biotechnol. 2020 Apr;104(7):3157-3166 Authors: Kang R, Park...
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Error bounds for deep ReLU networks using the Kolmogorov-Arnold superposition theorem.

Newsemia
Related Articles Error bounds for deep ReLU networks using the Kolmogorov-Arnold superposition theorem. Neural Netw. 2020 Sep;129:1-6 Authors: Montanelli H, Yang H Abstract We prove...
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Quasi-bipartite synchronization of signed delayed neural networks under impulsive effects.

Newsemia
Related Articles Quasi-bipartite synchronization of signed delayed neural networks under impulsive effects. Neural Netw. 2020 Sep;129:31-42 Authors: Mu G, Li L, Li X Abstract This...
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Hepatotoxicity Modeling Using Counter-Propagation Artificial Neural Networks: Handling an Imbalanced Classification Problem.

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Related Articles Hepatotoxicity Modeling Using Counter-Propagation Artificial Neural Networks: Handling an Imbalanced Classification Problem. Molecules. 2020 Jan 23;25(3): Authors: Bajželj B, Drgan V Abstract Drug-induced...
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Stem cell imaging through convolutional neural networks: current issues and future directions in artificial intelligence technology.

Newsemia
Related Articles Stem cell imaging through convolutional neural networks: current issues and future directions in artificial intelligence technology. PeerJ. 2020;8:e10346 Authors: Ramakrishna RR, Abd Hamid...
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Comparison of 3 deep learning neural networks for classifying the relationship between the mandibular third molar and the mandibular canal on panoramic radiographs.

Newsemia
Related Articles Comparison of 3 deep learning neural networks for classifying the relationship between the mandibular third molar and the mandibular canal on panoramic radiographs....
AI/ML

Comprehensive Mapping of Key Regulatory Networks that Drive Oncogene Expression.

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Related Articles Comprehensive Mapping of Key Regulatory Networks that Drive Oncogene Expression. Cell Rep. 2020 Nov 24;33(8):108426 Authors: Lin L, Holmes B, Shen MW, Kammeron...
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High-Resolution Motor State Detection in Parkinson's Disease Using Convolutional Neural Networks.

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Related Articles High-Resolution Motor State Detection in Parkinson’s Disease Using Convolutional Neural Networks. Sci Rep. 2020 04 03;10(1):5860 Authors: Pfister FMJ, Um TT, Pichler DC,...
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Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery.

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Related Articles Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery. Sci Rep. 2019 11 27;9(1):17656...
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Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron.

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Related Articles Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron. Int J Neural Syst. 2020 Jun;30(6):2050027 Authors: Kheradpisheh SR, Masquelier T Abstract...
Cardiology

ACE2 Interaction Networks in COVID-19: A Physiological Framework for Prediction of Outcome in Patients with Cardiovascular Risk Factors.

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Related Articles ACE2 Interaction Networks in COVID-19: A Physiological Framework for Prediction of Outcome in Patients with Cardiovascular Risk Factors. J Clin Med. 2020 Nov...
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Computational identification of eukaryotic promoters based on cascaded deep capsule neural networks.

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Related Articles Computational identification of eukaryotic promoters based on cascaded deep capsule neural networks. Brief Bioinform. 2020 Nov 24;: Authors: Zhu Y, Li F, Xiang...
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Complex imaging of phase domains by deep neural networks

Newsemia
Wu, L; Juhas, P; Yoo, S; Robinson, I; (2021) Complex imaging of phase domains by deep neural networks. IUCrJ , 8 (1) 10.1107/s2052252520013780 . Green...
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An Efficient Topology Discovery Protocol with Node ID Assignment Based on Layered Model for Underwater Acoustic Networks.

Newsemia
Related Articles An Efficient Topology Discovery Protocol with Node ID Assignment Based on Layered Model for Underwater Acoustic Networks. Sensors (Basel). 2020 Nov 18;20(22): Authors:...

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