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02/16/2021
Just Noticeable Difference for Machine Perception and Generation of Regularized Adversarial Images with Minimal Perturbation
In this study, we introduce a measure for machine perception, inspired b...
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01/29/2020
Just Noticeable Difference for Machines to Generate Adversarial Images
One way of designing a robust machine learning algorithm is to generate ...
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12/07/2018
EEG Classification based on Image Configuration in Social Anxiety Disorder
The problem of detecting the presence of Social Anxiety Disorder (SAD) u...
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10/10/2018
On the Brain Networks of Complex Problem Solving
Complex problem solving is a high level cognitive process which has been...
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07/22/2018
Modeling Brain Networks with Artificial Neural Networks
In this study, we propose a neural network approach to capture the funct...
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08/13/2017
Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning
The main goal of this study is to extract a set of brain networks in mul...
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02/09/2017
Energy Saving Additive Neural Network
In recent years, machine learning techniques based on neural networks fo...
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10/17/2016
Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification
In this work, we propose a novel framework to encode the local connectiv...
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06/13/2016
Zero-Resource Translation with Multi-Lingual Neural Machine Translation
In this paper, we propose a novel finetuning algorithm for the recently ...
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03/03/2016
Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding
We represent the sequence of fMRI (Functional Magnetic Resonance Imaging...
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02/18/2015
Fusion of Image Segmentation Algorithms using Consensus Clustering
A new segmentation fusion method is proposed that ensembles the output o...
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12/23/2014
Learning Deep Temporal Representations for Brain Decoding
Functional magnetic resonance imaging produces high dimensional data, wi...
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02/23/2014
Discriminative Functional Connectivity Measures for Brain Decoding
We propose a statistical learning model for classifying cognitive proces...
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05/10/2012
