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Learning long-range spatial dependencies with horizontal gated-recurrent units
TLDR
We introduce the horizontal gated-recurrent unit (hGRU) to learn intrinsic horizontal connections -- both within and across feature columns. Expand
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Disentangling neural mechanisms for perceptual grouping
TLDR
We address this question by systematically evaluating neural network architectures featuring combinations of these connections on two synthetic visual tasks, which stress low-level `gestalt' vs. high-level object cues. Expand
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Influence of reaction conditions on sol-precipitation process producing silicon oxide particles
The influence of TEOS, water, and ammonia concentrations on the sol-precipitation process for producing silicon oxide particles was investigated. When the hydrolysis and condensation were assumed asExpand
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Recurrent neural circuits for contour detection
TLDR
We introduce a deep recurrent neural network architecture that approximates visual cortical circuits (Mely et al., 2018). Expand
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Sample-efficient image segmentation through recurrence
TLDR
We introduce γ-Net , a highly recurrent extension of the U-Net [27], which outperforms state-of-the-art CNN models for dense prediction of image contours. Expand
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Differential involvement of EEG oscillatory components in sameness vs. spatial-relation visual reasoning tasks
TLDR
We study a fundamental limitation of DCNs for judging whether two items are the same or different (SD) compared to a baseline assessment of their spatial relationship (SR). Expand
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A Study on the Design Features of Rural Public Housing -Focused on the province Hyogo in Japan-
Korean Society have changed already an agricultural society to industrial society. and changed industrial society to the an information society now. Korea society is suffering from the process a lotExpand
Impact of foreign aid on Korea's development
Kim, Jun-Kyung; Kim, KS.2012.Impact of foreign aid on Korea's development,Reports,SeoulKDI School of Public Policy and Management,Knowledge Sharing Program: KSP Modularization,110
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