On practical issues for stochastic STDP hardware with 1-bit synaptic weights
A Yousefzadeh, E Stromatias, M Soto… - Frontiers in …, 2018 - frontiersin.org
In computational neuroscience, synaptic plasticity learning rules are typically studied using
the full 64-bit floating point precision computers provide. However, for dedicated hardware …
the full 64-bit floating point precision computers provide. However, for dedicated hardware …
The divisive normalization model of V1 neurons: a comprehensive comparison of physiological data and model predictions
The physiological responses of simple and complex cells in the primary visual cortex (V1)
have been studied extensively and modeled at different levels. At the functional level, the …
have been studied extensively and modeled at different levels. At the functional level, the …
A framework for plasticity implementation on the SpiNNaker neural architecture
Many of the precise biological mechanisms of synaptic plasticity remain elusive, but
simulations of neural networks have greatly enhanced our understanding of how specific …
simulations of neural networks have greatly enhanced our understanding of how specific …
Visual orientation and directional selectivity through thalamic synchrony
GB Stanley, J Jin, Y Wang, G Desbordes… - Journal of …, 2012 - Soc Neuroscience
Thalamic neurons respond to visual scenes by generating synchronous spike trains on the
timescale of 10–20 ms that are very effective at driving cortical targets. Here we demonstrate …
timescale of 10–20 ms that are very effective at driving cortical targets. Here we demonstrate …
Spatial receptive field structure of double-opponent cells in macaque V1
A De, GD Horwitz - Journal of Neurophysiology, 2021 - journals.physiology.org
The spatial processing of color is important for visual perception. Double-opponent (DO)
cells likely contribute to this processing by virtue of their spatially opponent and cone …
cells likely contribute to this processing by virtue of their spatially opponent and cone …
[HTML][HTML] Psychophysical reverse correlation revealed broader orientation tuning and prolonged reaction time in amblyopia
J Zhu, X Ruan, C Li, J Yuan, Y Yang… - … & Visual Science, 2022 - jov.arvojournals.org
Purpose: Neural selectivity of orientation is a fundamental property of visual system. We aim
to investigate whether and how the orientation selectivity changes in amblyopia. Methods …
to investigate whether and how the orientation selectivity changes in amblyopia. Methods …
Analytic model for feature maps in the primary visual cortex
X Liu, PA Robinson - Frontiers in Computational Neuroscience, 2022 - frontiersin.org
A compact analytic model is proposed to describe the combined orientation preference (OP)
and ocular dominance (OD) features of simple cells and their mutual constraints on the …
and ocular dominance (OD) features of simple cells and their mutual constraints on the …
Balanced enhancements of synaptic excitation and inhibition underlie developmental maturation of receptive fields in the mouse visual cortex
Neurons in the developing visual cortex undergo progressive functional maturation as
indicated by the refinement of their visual feature selectivity. However, changes of the …
indicated by the refinement of their visual feature selectivity. However, changes of the …
Orientation tuning of correlated activity in the developing lateral geniculate nucleus
CW Kiley, WM Usrey - Journal of Neuroscience, 2017 - Soc Neuroscience
Neural circuits and the cells that comprise them undergo developmental changes in the
spatial organization of their connections and in their temporal response properties. Within …
spatial organization of their connections and in their temporal response properties. Within …
Spatial receptive field structure of double-opponent and simple cells in macaque primary visual cortex
A De, GD Horwitz - bioRxiv, 2020 - biorxiv.org
Double-opponent (DO) cells are well-suited to contribute to the spatial processing of color
due to their spatially opponent and cone-opponent receptive fields (RFs). However, the …
due to their spatially opponent and cone-opponent receptive fields (RFs). However, the …