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Robust, automated sleep scoring by a compact neural network with distributional shift correction

PloS one, 2019-12, Vol.14 (12), p.e0224642-e0224642

2019

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Principles for coding associative memories in a compact neural network

eLife, 2023-05, Vol.12

2023

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Nuclear mRNPs are compact particles packaged with a network of proteins promoting RNA-RNA interactions

Genes & development, 2023-06, Vol.37 (11-12), p.505-517

2023

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Dynamical system based compact deep hybrid network for classification of Parkinson disease related EEG signals

Neural networks, 2020-10, Vol.130, p.75-84

2020

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Fast reconstruction of compact context-specific metabolic network models

PLoS computational biology, 2014-01, Vol.10 (1), p.e1003424-e1003424

2014

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Skin cancer classification leveraging multi-directional compact convolutional neural network ensembles and gabor wavelets

Scientific reports, 2024-09, Vol.14 (1), p.20637-19, Article 20637

Attallah, Omneya

2024

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A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction

IEEE transactions on neural systems and rehabilitation engineering, 2024, Vol.32, p.3531-3542

2024

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Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration

IEEE transactions on neural systems and rehabilitation engineering, 2023, Vol.31, p.2525-2534

2023

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Functional Brain Network Classification With Compact Representation of SICE Matrices

IEEE transactions on biomedical engineering, 2015-06, Vol.62 (6), p.1623-1634

2015

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Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction

International journal of neural systems, 2023-03, Vol.33 (3), p.2350014

2023

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Decoding and interpreting cortical signals with a compact convolutional neural network

Journal of neural engineering, 2021-04, Vol.18 (2), p.26019

2021

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DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

IEEE transactions on cybernetics, 2022-02, Vol.52 (2), p.912-924

2022

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Generative adversarial networks (GAN) for compact beam source modelling in Monte Carlo simulations

Physics in medicine & biology, 2019-10, Vol.64 (21), p.215004-215004

2019

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A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG

Methods (San Diego, Calif.), 2022-06, Vol.202, p.173-184

2022

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Compact waveguide splitter networks

Optics express, 2008-03, Vol.16 (7), p.4981-4990

2008

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Speech decoding from a small set of spatially segregated minimally invasive intracranial EEG electrodes with a compact and interpretable neural network

Journal of neural engineering, 2022-12, Vol.19 (6), p.66016

2022

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Brain network eigenmodes provide a robust and compact representation of the structural connectome in health and disease

PLoS computational biology, 2017-06, Vol.13 (6), p.e1005550-e1005550

2017

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A compact review of molecular property prediction with graph neural networks

Drug discovery today. Technologies, 2020-12, Vol.37, p.1-12

2020

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Compact Hardware Synthesis of Stochastic Spiking Neural Networks

International journal of neural systems, 2019-10, Vol.29 (8), p.1950004

2019

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An end-to-end multi-task motor imagery EEG classification neural network based on dynamic fusion of spectral-temporal features

Computers in biology and medicine, 2024-08, Vol.178, p.108727, Article 108727

2024

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Breast cancer histopathology image classification through assembling multiple compact CNNs

BMC medical informatics and decision making, 2019-10, Vol.19 (1), p.198-17, Article 198

2019

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Protein secondary structure prediction using a small training set (compact model) combined with a Complex-valued neural network approach

BMC bioinformatics, 2016-09, Vol.17 (1), p.362-362, Article 362

2016

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Compact self-wiring in cultured neural networks

Journal of neural engineering, 2006-06, Vol.3 (2), p.95-101

2006

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Ultra-compact, flat-top demultiplexer using anti-reflection contra-directional couplers for CWDM networks on silicon

Optics express, 2013-03, Vol.21 (6), p.6733-6738

2013

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DCSAU-Net: A deeper and more compact split-attention U-Net for medical image segmentation

Computers in biology and medicine, 2023-03, Vol.154, p.106626-106626, Article 106626

2023

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Robust, automated sleep scoring by a compact neural network with distributional shift correction

Principles for coding associative memories in a compact neural network

Nuclear mRNPs are compact particles packaged with a network of proteins promoting RNA-RNA interactions

Dynamical system based compact deep hybrid network for classification of Parkinson disease related EEG signals

Fast reconstruction of compact context-specific metabolic network models

Skin cancer classification leveraging multi-directional compact convolutional neural network ensembles and gabor wavelets

A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction

Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration

Functional Brain Network Classification With Compact Representation of SICE Matrices

Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction

Decoding and interpreting cortical signals with a compact convolutional neural network

DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

Generative adversarial networks (GAN) for compact beam source modelling in Monte Carlo simulations

A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG

Compact waveguide splitter networks

Speech decoding from a small set of spatially segregated minimally invasive intracranial EEG electrodes with a compact and interpretable neural network

Brain network eigenmodes provide a robust and compact representation of the structural connectome in health and disease

A compact review of molecular property prediction with graph neural networks

Compact Hardware Synthesis of Stochastic Spiking Neural Networks

An end-to-end multi-task motor imagery EEG classification neural network based on dynamic fusion of spectral-temporal features

Breast cancer histopathology image classification through assembling multiple compact CNNs

Protein secondary structure prediction using a small training set (compact model) combined with a Complex-valued neural network approach

Compact self-wiring in cultured neural networks

Ultra-compact, flat-top demultiplexer using anti-reflection contra-directional couplers for CWDM networks on silicon

DCSAU-Net: A deeper and more compact split-attention U-Net for medical image segmentation

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