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 divisive normalization model of V1 neurons: a comprehensive comparison of physiological data and model predictions

T Sawada, AA Petrov - Journal of Neurophysiology, 2017 - journals.physiology.org
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 …

A framework for plasticity implementation on the SpiNNaker neural architecture

F Galluppi, X Lagorce, E Stromatias, M Pfeiffer… - Frontiers in …, 2015 - frontiersin.org
Many of the precise biological mechanisms of synaptic plasticity remain elusive, but
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 …

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 …

[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 …

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 …

Balanced enhancements of synaptic excitation and inhibition underlie developmental maturation of receptive fields in the mouse visual cortex

Q Fang, Y Li, B Peng, Z Li, LI Zhang… - Journal of …, 2021 - Soc Neuroscience
Neurons in the developing visual cortex undergo progressive functional maturation as
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 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 …