Suppressed neuronal activity and concurrent arteriolar vasoconstriction may explain negative blood oxygenation level-dependent signal

A Devor, P Tian, N Nishimura, IC Teng… - Journal of …, 2007 - Soc Neuroscience
Synaptic transmission initiates a cascade of signal transduction events that couple neuronal
activity to local changes in blood flow and oxygenation. Although a number of vasoactive …

Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses

RJ Vogelstein, U Mallik, JT Vogelstein… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
A mixed-signal very large scale integration (VLSI) chip for large scale emulation of spiking
neural networks is presented. The chip contains 2400 silicon neurons with fully …

Adaptive, fast walking in a biped robot under neuronal control and learning

P Manoonpong, T Geng, T Kulvicius… - PLoS Computational …, 2007 - journals.plos.org
Human walking is a dynamic, partly self-stabilizing process relying on the interaction of the
biomechanical design with its neuronal control. The coordination of this process is a very …

A biologically realistic model of contrast invariant orientation tuning by thalamocortical synaptic depression

Y Banitt, KAC Martin, I Segev - Journal of Neuroscience, 2007 - Soc Neuroscience
Simple cells in layer 4 of the primary visual cortex of the cat show contrast-invariant
orientation tuning, in which the amplitude of the peak response is proportional to the …

Contextual modulation involves suppression and facilitation from the center and the surround

TS Meese, RJ Summers, DJ Holmes… - Journal of vision, 2007 - jov.arvojournals.org
In psychophysics, cross-orientation suppression (XOS) and cross-orientation facilitation
(XOF) have been measured by investigating mask configuration on the detection threshold …

Dendrite-to-soma input/output function of continuous time-varying signals in hippocampal CA1 pyramidal neurons

EP Cook, JA Guest, Y Liang… - Journal of …, 2007 - journals.physiology.org
We examined how hippocamal CA1 neurons process complex time-varying inputs that
dendrites are likely to receive in vivo. We propose a functional model of the dendrite-to …

Learning complex cell invariance from natural videos: A plausibility proof

T Masquelier, T Serre, S Thorpe, T Poggio - 2007 - dspace.mit.edu
One of the most striking feature of the cortex is its ability to wire itself. Understanding how the
visual cortex wires up through development and how visual experience refines connections …

Elman backpropagation as reinforcement for simple recurrent networks

A Grüning - Neural computation, 2007 - ieeexplore.ieee.org
Simple recurrent networks (SRNs) in symbolic time-series prediction (eg, language
processing models) are frequently trained with gradient descent--based learning algorithms …

Some observations on the pedestal effect

GB Henning, FA Wichmann - Journal of Vision, 2007 - jov.arvojournals.org
The pedestal or dipper effect is the large improvement in the detectability of a sinusoidal
grating observed when it is added to a masking or pedestal grating of the same spatial …

Biological clues for up-to-date artificial neurons

JR Pelàez, JR Castillo Piqueira - Computational Intelligence: for …, 2007 - Springer
Mc Culloch-Pitts neuron is a simple yet powerful building block for most of nowadays neural
networks. However recent advances in neurosciences show that this classical paradigm can …