Learning without Training

被引:73
作者
Beste, Christian [1 ]
Dinse, Hubert R. [2 ]
机构
[1] Ruhr Univ Bochum, Dept Biopsychol, Inst Cognit Neurosci, D-44780 Bochum, Germany
[2] Inst Neuroinformat, Neural Plast Lab, D-44780 Bochum, Germany
关键词
LONG-TERM POTENTIATION; TIMING-DEPENDENT PLASTICITY; ACTION VIDEO GAMES; VISUAL-CORTEX; SOMATOSENSORY STIMULATION; SENSORY STIMULATION; CORTICAL REORGANIZATION; TACTILE DISCRIMINATION; ELECTRICAL-STIMULATION; ATTENTIONAL CONTROL;
D O I
10.1016/j.cub.2013.04.044
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Achieving high-level skills is generally considered to require intense training, which is thought to optimally engage neuronal plasticity mechanisms. Recent work, however, suggests that intensive training may not be necessary for skill learning. Skills can be effectively acquired by a complementary approach in which the learning occurs in response to mere exposure to repetitive sensory stimulation. Such training-independent sensory learning induces lasting changes in perception and goal-directed behaviour in humans, without any explicit task training. We suggest that the effectiveness of this form of learning in different sensory domains stems from the fact that the stimulation protocols used are optimized to alter synaptic transmission and efficacy. While this approach directly links behavioural research in humans with studies on cellular plasticity, other approaches show that learning can occur even in the absence of an actual stimulus. These include learning through imagery or feedback-induced cortical activation, resulting in learning without task training. All these approaches challenge our understanding of the mechanisms that mediate learning. Apparently, humans can learn under conditions thought to be impossible a few years ago. Although the underlying mechanisms are far from being understood, training-independent sensory learning opens novel possibilities for applications aimed at augmenting human cognition.
引用
收藏
页码:R489 / R499
页数:11
相关论文
共 103 条
[1]   About similar characteristics of visual perceptual learning and LTP [J].
Aberg, Kristoffer C. ;
Herzog, Michael H. .
VISION RESEARCH, 2012, 61 :100-106
[2]   Properties and mechanisms of UP maintenance [J].
Abraham, WC ;
Williams, JM .
NEUROSCIENTIST, 2003, 9 (06) :463-474
[3]  
Achtman RL, 2008, RESTOR NEUROL NEUROS, V26, P435
[4]   ATTENTIONAL CONTROL OF EARLY PERCEPTUAL-LEARNING [J].
AHISSAR, M ;
HOCHSTEIN, S .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1993, 90 (12) :5718-5722
[5]   Independent resources for attentional tracking in the left and right visual hemifields [J].
Alvarez, GA ;
Cavanagh, P .
PSYCHOLOGICAL SCIENCE, 2005, 16 (08) :637-643
[6]   Discrimination learning induced by training with identical stimuli [J].
Amitay, Sygal ;
Irwin, Amy ;
Moore, David R. .
NATURE NEUROSCIENCE, 2006, 9 (11) :1446-1448
[7]   Perceptual Learning: Visual Function Improved by LTP/LTD-like Stimulation [J].
Andersen, George J. .
CURRENT BIOLOGY, 2011, 21 (10) :R390-R391
[8]   Individual variability in functional connectivity predicts performance of a perceptual task [J].
Baldassarre, Antonello ;
Lewis, Christopher M. ;
Committeri, Giorgia ;
Snyder, Abraham Z. ;
Romani, Gian Luca ;
Corbetta, Maurizio .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (09) :3516-3521
[9]   Brains on video games [J].
Bavelier, Daphne ;
Green, C. Shawn ;
Han, Doug Hyun ;
Renshaw, Perry F. ;
Merzenich, Michael M. ;
Gentile, Douglas A. .
NATURE REVIEWS NEUROSCIENCE, 2011, 12 (12) :763-768
[10]   Faster Perceptual Learning through Excitotoxic Neurodegeneration [J].
Beste, Christian ;
Wascher, Edmund ;
Dinse, Hubert R. ;
Saft, Carsten .
CURRENT BIOLOGY, 2012, 22 (20) :1914-1917