Synaptic learning rules, cortical circuits, and visual function
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 …
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 …
account for the speed, selectivity and invariance of the neuronal responses in the visual …
Stimulus timing-dependent plasticity in cortical processing of orientation
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 …
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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 …
experience during restricted" sensitive" periods of development, and the circuitry and …