Výsledky vyhledávání - "Neural and Evolutionary Computing"

Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network Autor Wu, Zhan, Shi, Gonglei, Chen, Yang, Shi, Fei, Chen, Xinjian, Coatrieux, Gouenou, Yang, Jian, Luo, Limin, Li, Shuo

“…•For the first time, a hierarchically Coarse-to-fine diabetic retinopathy (DR) network (CF-DRNet) is proposed and this network can enables a hierarchically…”
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A fresh approach to evaluate performance in distributed parallel genetic algorithms Autor Harada, Tomohiro, Alba, Enrique, Luque, Gabriel

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Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup Autor Goldt, Sebastian, Advani, Madhu S, Saxe, Andrew M, Krzakala, Florent, Zdeborová, Lenka

“…Deep neural networks achieve stellar generalisation even when they have enough parameters to easily fit all their training data. We study this phenomenon by…”
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Personalized Assist-As-Needed Dressing Assistance Robot without HumanModeling using Rowat-Selverston CPG Controller Autor Yamasaki, Kakeru, Tomohiro, Shibata, Henaff, Patrick

“…Dressing is a critical component of Activity of Daily Living (ADLs). The development of assistivetechnology for dressing tasks is urgently needed from the…”
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Detecting Unseen Visual Relations Using Analogies Autor Peyre, Julia, Sivic, Josef, Laptev, Ivan, Schmid, Cordelia

“…We seek to detect visual relations in images of the form of triplets t = (subject, predicate, object…”
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A systematic literature review of emotion recognition using EEG signals Autor Prabowo, Dwi Wahyu, Nugroho, Hanung Adi, Setiawan, Noor Akhmad, Debayle, Johan

“…), demonstrate superior performance across different datasets. Our comparative analysis of the validation scenarios revealed that subject-dependent validations outperformed…”
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Asymmetrical performance of a laser-based reservoir computer with optoelectronic feedback Autor Dmitriev, P S, Kovalev, A V, Locquet, A, Rontani, D, Viktorov, E A

“…We numerically quantify the performance of a photonic reservoir computer based on a semiconductor laser subject to high-pass filtered optoelectronic feedback…”
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Online SSVEP-based BCI using Riemannian geometry Autor Kalunga, Emmanuel K., Chevallier, Sylvain, Barthélemy, Quentin, Djouani, Karim, Monacelli, Eric, Hamam, Yskandar

“… (electronic, electrical, biological) and to develop online and adaptive systems following the evolution of the subject׳s brain waves…”
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VI-Net—View-Invariant Quality of Human Movement Assessment Autor Sardari, Faegheh, Paiement, Adeline, Hannuna, Sion, Mirmehdi, Majid

“…), and provide results for both cross-subject and cross-view scenarios on this dataset…”
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Ockham’s Razor in memetic computing: Three stage optimal memetic exploration Autor Iacca, Giovanni, Neri, Ferrante, Mininno, Ernesto, Ong, Yew-Soon, Lim, Meng-Hiot

“…Memetic computing is a subject in computer science which considers complex structures as the combination of simple agents, memes, whose evolutionary interactions lead to intelligent structures capable of problem-solving…”
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X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech Autor Jeancolas, Laetitia, Petrovska-Delacrétaz, Dijana, Mangone, Graziella, Benkelfat, Badr-Eddine, Corvol, Jean-Christophe, Vidailhet, Marie, Lehéricy, Stéphane, Benali, Habib

“…Many articles have used voice analysis to detect Parkinson's disease (PD), but few have focused on the early stages of the disease and the gender effect. In…”
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Dopamine blockade impairs the exploration-exploitation trade-off in rats Autor Cinotti, François, Fresno, Virginie, Aklil, Nassim, Coutureau, Etienne, Girard, Benoît, Marchand, Alain R., Khamassi, Mehdi

“…In a volatile environment where rewards are uncertain, successful performance requires a delicate balance between exploitation of the best option and…”
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Design of Artificial Neural Networks for Damage Estimation of Composite Laminates: Application to Delamination Failures in Ply Drops Autor Mendoza, Arturo, Friderikos, Orestis, Trullo, Roger, Baranger, Emmanuel

“… The chosen subject of study is the damage evolution and associated delamination failures of ply drops…”
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Saliency Driven Object recognition in egocentric videos with deep CNN: toward application in assistance to Neuroprostheses Autor Pérez de San Roman, Philippe, Benois-Pineau, Jenny, Domenger, Jean-Philippe, Paclet, Florent, Cataert, Daniel, de Rugy, Aymar

“…•Proposed a Deep CNN approach and a general framework for recognition of objects in real-time scenario and egocenric perspective.•Object proposals are selected…”
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Optimizing Motor Intention Detection With Deep Learning: Towards Management of Intraoperative Awareness Autor Avilov, Oleksii, Rimbert, Sebastien, Popov, Anton, Bougrain, Laurent

“…Objective: This article shows the interest in deep learning techniques to detect motor imagery (MI) from raw electroencephalographic (EEG) signals when a…”
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PerceptFlow: Real-Time Ultrafast Doppler Image Enhancement Using Deep Convolutional Neural Network and Perceptual Loss Autor Blons, Matthieu, Deffieux, Thomas, Osmanski, Bruno-Félix, Tanter, Mickaël, Berthon, Béatrice

“… Yet, the quality of a Doppler image strongly depends on experimental conditions and is easily subject to artifacts and deterioration, especially with transcranial imaging, which often comes…”
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[Re] The Wisconsin Card Sorting Test: Theoretical analysis and modeling in a neuronal network Autor Bock, Pauline, Alexandre, Frédéric

“…: color, figuresor quantity, according to 4 reference cards (Heaton, R.K, (1981))[1]. The subject is toldto match the cards, but the rule must be found by trials and errors and might changewithout notice…”
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Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning Autor Aderghal, Karim, Khvostikov, Alexander, Krylov, Andrei, Benois-Pineau, Jenny, Afdel, Karim, Catheline, Gwenaelle

“… The Deep Neural Networks are seducing tools for classification of subjects' imaging data in computer-aided diagnosis of Alzheimer's disease…”
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High resolution topobathymetry using a Pleiades-1 triplet: Moorea Island in 3D Autor Collin, Antoine, Hench, James L., Pastol, Yves, Planes, Serge, Thiault, Lauric, Schmitt, Russell J., Holbrook, Sally J., Davies, Neil, Troyer, Matthias

“…Worldwide the coastal land-sea interface is increasingly subject to natural and anthropogenic hazards…”
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Single-slice Alzheimer's disease classification and disease regional analysis with Supervised Switching Autoencoders Autor Mendoza-Léon, Ricardo, Puentes, John, Uriza, Luis Felipe, Hernández Hoyos, Marcela

“…Alzheimer's disease (AD) is a difficult to diagnose pathology of the brain that progressively impairs cognitive functions. Computer-assisted diagnosis of AD…”
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