Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction

PED Love, W Fang, J Matthews, S Porter, H Luo… - Advanced Engineering …, 2023 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) are both branches of AI. As a form of
AI, ML automatically adapts to changing datasets with minimal human interference. Deep …

[HTML][HTML] Perceptual learning in vision research

D Sagi - Vision research, 2011 - Elsevier
Reports published in Vision Research during the late years of the 20th century described
surprising effects of long-term sensitivity improvement with some basic visual tasks as a …

Complementary contributions of non-REM and REM sleep to visual learning

M Tamaki, Z Wang, T Barnes-Diana, DA Guo… - Nature …, 2020 - nature.com
Sleep is beneficial for learning. However, it remains unclear whether learning is facilitated
by non-rapid eye movement (NREM) sleep or by REM sleep, whether it results from plasticity …

Overlearning hyperstabilizes a skill by rapidly making neurochemical processing inhibitory-dominant

K Shibata, Y Sasaki, JW Bang, EG Walsh… - Nature …, 2017 - nature.com
Overlearning refers to the continued training of a skill after performance improvement has
plateaued. Whether overlearning is beneficial is a question in our daily lives that has never …

Advances in visual perceptual learning and plasticity

Y Sasaki, JE Nanez, T Watanabe - Nature Reviews Neuroscience, 2010 - nature.com
Visual perceptual learning (VPL) is defined as a long-term improvement in performance on a
visual task. In recent years, the idea that conscious effort is necessary for VPL to occur has …

Common mechanisms of human perceptual and motor learning

N Censor, D Sagi, LG Cohen - Nature Reviews Neuroscience, 2012 - nature.com
The adult mammalian brain has a remarkable capacity to learn in both the perceptual and
motor domains through the formation and consolidation of memories. Such practice-enabled …

[HTML][HTML] Differential roles of sleep spindles and sleep slow oscillations in memory consolidation

Y Wei, GP Krishnan, M Komarov… - PLoS computational …, 2018 - journals.plos.org
Sleep plays an important role in the consolidation of recent memories. However, the cellular
and synaptic mechanisms of consolidation during sleep remain poorly understood. In this …

REM sleep rescues learning from interference

EA McDevitt, KA Duggan, SC Mednick - Neurobiology of learning and …, 2015 - Elsevier
Classical human memory studies investigating the acquisition of temporally-linked events
have found that the memories for two events will interfere with each other and cause …

Plasticity–stability dynamics during post-training processing of learning

T Yamada, T Watanabe, Y Sasaki - Trends in Cognitive Sciences, 2024 - cell.com
Learning continues beyond the end of training. Post-training learning is supported by
changes in plasticity and stability in the brain during both wakefulness and sleep. However …

[HTML][HTML] Decoded fMRI neurofeedback can induce bidirectional confidence changes within single participants

A Cortese, K Amano, A Koizumi, H Lau, M Kawato - NeuroImage, 2017 - Elsevier
Neurofeedback studies using real-time functional magnetic resonance imaging (rt-fMRI)
have recently incorporated the multi-voxel pattern decoding approach, allowing for fMRI to …