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19992025
most citedHFirst: A Temporal Approach to Object Recognition

320 citations

Showing 2015Show all

7 papers · 1 filter

physics.med-ph2015

Pulsatile microvascular blood flow imaging by short-time Fourier transform analysis of ultrafast laser holographic interferometry

L. Puyo, I. Ferezou, A. Rancillac +5

We report on wide-field imaging of pulsatile microvascular blood flow in the exposed cerebral cortex of a mouse by holographic interferometry. We recorded interferograms of laser l…

cs.CV2015★ 320 cited

HFirst: A Temporal Approach to Object Recognition

Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings +3

This paper introduces a spiking hierarchical model for object recognition which utilizes the precise timing information inherently present in the output of biologically inspired as…

cs.CV2015★ 141 cited

Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition

Saeed Reza Kheradpisheh, Masoud Ghodrati, Mohammad Ganjtabesh +1

Deep convolutional neural networks (DCNNs) have attracted much attention recently, and have shown to be able to recognize thousands of object categories in natural image databases.…

cs.NE2015

STICK: Spike Time Interval Computational Kernel, A Framework for General Purpose Computation using Neurons, Precise Timing, Delays, and Synchrony

Xavier Lagorce, Ryad Benosman

There has been significant research over the past two decades in developing new platforms for spiking neural computation. Current neural computers are primarily developed to mimick…

cond-mat.dis-nn2015★ 26 cited

Learning Maximum Entropy Models from finite size datasets: a fast Data-Driven algorithm allows sampling from the posterior distribution

Ulisse Ferrari

Maximum entropy models provide the least constrained probability distributions that reproduce statistical properties of experimental datasets. In this work we characterize the lear…

cond-mat.dis-nn2015★ 1 cited

Dynamical arrest with zero complexity: the unusual behavior of the spherical Blume Emery Griffiths disordered model

Corrado Rainone, Ulisse Ferrari, Matteo Paoluzzi +1

The short- and long-time dynamics of model systems undergoing a glass transition with apparent inversion of Kauzmann and dynamical arrest glass transition lines is investigated. Th…