Choosing prediction over explanation in psychology: Lessons from machine learning

T Yarkoni, J Westfall - Perspectives on Psychological …, 2017 - journals.sagepub.com
Psychology has historically been concerned, first and foremost, with explaining the causal
mechanisms that give rise to behavior. Randomized, tightly controlled experiments are …

[HTML][HTML] The molecular and systems biology of memory

ER Kandel, Y Dudai, MR Mayford - Cell, 2014 - cell.com
Learning and memory are two of the most magical capabilities of our mind. Learning is the
biological process of acquiring new knowledge about the world, and memory is the process …

The role of the parahippocampal cortex in cognition

EM Aminoff, K Kveraga, M Bar - Trends in cognitive sciences, 2013 - cell.com
The parahippocampal cortex (PHC) has been associated with many cognitive processes,
including visuospatial processing and episodic memory. To characterize the role of PHC in …

Episodic memory in normal aging and Alzheimer disease: Insights from imaging and behavioral studies

D Tromp, A Dufour, S Lithfous, T Pebayle… - Ageing research …, 2015 - Elsevier
Age-related cognitive changes often include difficulties in retrieving memories, particularly
those that rely on personal experiences within their temporal and spatial contexts (ie …

Does mindfulness training improve cognitive abilities? A systematic review of neuropsychological findings

A Chiesa, R Calati, A Serretti - Clinical psychology review, 2011 - Elsevier
Mindfulness meditation practices (MMPs) are a subgroup of meditation practices which are
receiving growing attention. The present paper reviews current evidence about the effects of …

Brain neural synchronization and functional coupling in Alzheimer's disease as revealed by resting state EEG rhythms

C Babiloni, R Lizio, N Marzano, P Capotosto… - International Journal of …, 2016 - Elsevier
Alzheimer's disease (AD) is the most common type of neurodegenerative disorder, typically
causing dementia along aging. AD is mainly characterized by a pathological extracellular …

The nature of recollection and familiarity: A review of 30 years of research

AP Yonelinas - Journal of memory and language, 2002 - Elsevier
To account for dissociations observed in recognition memory tests, several dual-process
models have been proposed that assume that recognition judgments can be based on the …

A taxonomy of external and internal attention

MM Chun, JD Golomb… - Annual review of …, 2011 - annualreviews.org
Attention is a core property of all perceptual and cognitive operations. Given limited capacity
to process competing options, attentional mechanisms select, modulate, and sustain focus …

The medial temporal lobe and recognition memory

H Eichenbaum, AP Yonelinas… - Annu. Rev …, 2007 - annualreviews.org
The ability to recognize a previously experienced stimulus is supported by two processes:
recollection of the stimulus in the context of other information associated with the …

Imaging cognition II: An empirical review of 275 PET and fMRI studies

R Cabeza, L Nyberg - Journal of cognitive neuroscience, 2000 - direct.mit.edu
Positron emission tomography (PET) and functional magnetic resonance imaging (fMRI)
have been extensively used to explore the functional neuroanatomy of cognitive functions …