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 …
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 …
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 …
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
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 …
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 …
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
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 …
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
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 …
and synaptic mechanisms of consolidation during sleep remain poorly understood. In this …
REM sleep rescues learning from interference
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 …
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 …
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
Neurofeedback studies using real-time functional magnetic resonance imaging (rt-fMRI)
have recently incorporated the multi-voxel pattern decoding approach, allowing for fMRI to …
have recently incorporated the multi-voxel pattern decoding approach, allowing for fMRI to …