Synaptic learning rules, cortical circuits, and visual function

H Yao, Y Dan - The Neuroscientist, 2005 - journals.sagepub.com
Sensory experience is essential for the refinement of neuronal circuits during development
and for learning and memory in the adult brain. Such experience-dependent plasticity is …

Learning mechanisms to account for the speed, selectivity and invariance of responses in the visual cortex

T Masquelier - 2008 - theses.hal.science
In this thesis I propose various activity-driven synaptic plasticity mechanisms that could
account for the speed, selectivity and invariance of the neuronal responses in the visual …

Stimulus timing-dependent plasticity in cortical processing of orientation

H Yao, Y Dan - Neuron, 2001 - cell.com
The relative timing of presynaptic and postsynaptic spikes plays a critical role in activity-
induced synaptic modification. Here we examined whether plasticity of orientation selectivity …

Unsupervised learning of visual features through spike timing dependent plasticity

T Masquelier, SJ Thorpe - PLoS computational biology, 2007 - journals.plos.org
Spike timing dependent plasticity (STDP) is a learning rule that modifies synaptic strength as
a function of the relative timing of pre-and postsynaptic spikes. When a neuron is repeatedly …

Roles for short-term synaptic plasticity in behavior

ES Fortune, GJ Rose - Journal of Physiology-Paris, 2002 - Elsevier
Short-term synaptic plasticity is phylogenetically widespread in ascending sensory systems
of vertebrate brains. Such plasticity is found at all levels of sensory processing, including in …

Critical periods for experience-dependent synaptic scaling in visual cortex

NS Desai, RH Cudmore, SB Nelson… - Nature …, 2002 - nature.com
The mechanisms underlying experience-dependent plasticity and refinement of central
circuits are not yet fully understood. A non-Hebbian form of synaptic plasticity, which scales …

Timing rules for synaptic plasticity matched to behavioral function

A Suvrathan, HL Payne, JL Raymond - Neuron, 2016 - cell.com
It is widely assumed that the complexity of neural circuits enables them to implement diverse
learning tasks using just a few generic forms of synaptic plasticity. In contrast, we report that …

Intracortical mechanism of stimulus-timing-dependent plasticity in visual cortical orientation tuning

H Yao, Y Shen, Y Dan - Proceedings of the National …, 2004 - National Acad Sciences
Visual stimuli are known to induce various changes in the receptive field properties of adult
cortical neurons, but the underlying mechanisms are not well understood. Repetitive pairing …

Experience-dependent switch in sign and mechanisms for plasticity in layer 4 of primary visual cortex

L Wang, A Fontanini, A Maffei - Journal of Neuroscience, 2012 - Soc Neuroscience
Neural circuits are extensively refined by sensory experience during postnatal development.
How the maturation of recurrent cortical synapses may contribute to events regulating the …

Neural strategies for learning during sensitive periods of development

S Bottjer - Journal of Comparative Physiology A, 2002 - Springer
Precise patterns of neural connectivity and synaptic communication are modified by
experience during restricted" sensitive" periods of development, and the circuitry and …