[HTML][HTML] Neuromodulated spike-timing-dependent plasticity, and theory of three-factor learning rules
N Frémaux, W Gerstner - Frontiers in neural circuits, 2016 - frontiersin.org
Classical Hebbian learning puts the emphasis on joint pre-and postsynaptic activity, but
neglects the potential role of neuromodulators. Since neuromodulators convey information …
neglects the potential role of neuromodulators. Since neuromodulators convey information …
Visual perceptual learning and models
B Dosher, ZL Lu - Annual review of vision science, 2017 - annualreviews.org
Visual perceptual learning through practice or training can significantly improve
performance on visual tasks. Originally seen as a manifestation of plasticity in the primary …
performance on visual tasks. Originally seen as a manifestation of plasticity in the primary …
Comparing continual task learning in minds and machines
Humans can learn to perform multiple tasks in succession over the lifespan (“continual”
learning), whereas current machine learning systems fail. Here, we investigated the …
learning), whereas current machine learning systems fail. Here, we investigated the …
Theory and simulation in neuroscience
Modeling work in neuroscience can be classified using two different criteria. The first one is
the complexity of the model, ranging from simplified conceptual models that are amenable to …
the complexity of the model, ranging from simplified conceptual models that are amenable to …
Deep neural networks for modeling visual perceptual learning
LK Wenliang, AR Seitz - Journal of Neuroscience, 2018 - Soc Neuroscience
Understanding visual perceptual learning (VPL) has become increasingly more challenging
as new phenomena are discovered with novel stimuli and training paradigms. Although …
as new phenomena are discovered with novel stimuli and training paradigms. Although …
[HTML][HTML] Variability in training unlocks generalization in visual perceptual learning through invariant representations
Stimulus and location specificity are long considered hallmarks of visual perceptual
learning. This renders visual perceptual learning distinct from other forms of learning, where …
learning. This renders visual perceptual learning distinct from other forms of learning, where …
[HTML][HTML] The role of alpha-rhythm states in perceptual learning: insights from experiments and computational models
During the past two decades growing evidence indicates that brain oscillations in the alpha
band (~ 10 Hz) not only reflect an “idle” state of cortical activity, but also take a more active …
band (~ 10 Hz) not only reflect an “idle” state of cortical activity, but also take a more active …
[HTML][HTML] Improvement of uncorrected visual acuity and contrast sensitivity with perceptual learning and transcranial random noise stimulation in individuals with mild …
R Camilleri, A Pavan, F Ghin, L Battaglini… - Frontiers in …, 2014 - frontiersin.org
Perceptual learning has been shown to produce an improvement of visual acuity (VA) and
contrast sensitivity (CS) both in subjects with amblyopia and refractive defects such as …
contrast sensitivity (CS) both in subjects with amblyopia and refractive defects such as …
The application of online transcranial random noise stimulation and perceptual learning in the improvement of visual functions in mild myopia
It has recently been demonstrated how perceptual learning, that is an improvement in a
sensory/perceptual task upon practice, can be boosted by concurrent high-frequency …
sensory/perceptual task upon practice, can be boosted by concurrent high-frequency …
[HTML][HTML] Supervised learning occurs in visual perceptual learning of complex natural images
There have been long-standing debates regarding whether supervised or unsupervised
learning mechanisms are involved in visual perceptual learning (VPL)[1–14]. However …
learning mechanisms are involved in visual perceptual learning (VPL)[1–14]. However …