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The pyramid match kernel: Discriminative classification with sets of image features
- IN ICCV
, 2005
"... Discriminative learning is challenging when examples are sets of features, and the sets vary in cardinality and lack any sort of meaningful ordering. Kernel-based classification methods can learn complex decision boundaries, but a kernel over unordered set inputs must somehow solve for correspondenc ..."
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Cited by 544 (29 self)
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for correspondences – generally a computationally expensive task that becomes impractical for large set sizes. We present a new fast kernel function which maps unordered feature sets to multi-resolution histograms and computes a weighted histogram intersection in this space. This “pyramid match” computation is linear
depolarization of hippocampal pyramidal cells
"... The role of pannexin hemichannels in the anoxic ..."
Possible Functional Roles of the Bipartite Dendrites of Pyramidal Cells
- In Proceedings of the Third Annual SNN Symposium on Neural Networks
, 1995
"... A theory about the possible functional roles of the bipartite dendrites of cortical pyramidal cells is presented that tries to fuse aspects of both Cardinal Cell Theory and Assembly Theory. The article treats resulting functional differences of both dendritic pathways in conjunction with an hypothes ..."
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Cited by 1 (0 self)
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A theory about the possible functional roles of the bipartite dendrites of cortical pyramidal cells is presented that tries to fuse aspects of both Cardinal Cell Theory and Assembly Theory. The article treats resulting functional differences of both dendritic pathways in conjunction
in CA1 pyramidal cell dendrites
"... Roles of IA and morphology in action potential propagation ..."
The Cortical Pyramidal Cell As A Set Of Interacting Error
"... Central to our ability to have behaviors adapted to environmental circumstances is our skill at recognizing and making use of the orderly nature of the environment. This is a most remarkable skill, considering that behaviorally significant environmental regularities are not easy to discern: they ..."
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propose that the brain's basic mechanism for discovering such complex regularities is implemented at the level of individual pyramidal cells in the cerebral cortex. The proposal has three essential components. (1) Pyramidal cells have 5-8 principal dendrites. Each such dendrite is a functional
Giant miniature EPSCs at the hippocampal mossy fiber to CA3 pyramidal cell synapse are monoquantal
- J.Neurophysiol
, 2002
"... mossy fiber to CA3 pyramidal cell synapse are monoquantal. J Neu- ..."
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Cited by 5 (0 self)
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mossy fiber to CA3 pyramidal cell synapse are monoquantal. J Neu-
Regulating "ring rate of networks of pyramidal cells
"... In a minimal network model consisting of two pyramidal cells and one interneuron, we show how excitation and inhibition cooperate to produce "ring rate changes in pyramidal cells that are consistent with observed place cell "ring in region CA3 of the hippocampus. We show that inhib ..."
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In a minimal network model consisting of two pyramidal cells and one interneuron, we show how excitation and inhibition cooperate to produce "ring rate changes in pyramidal cells that are consistent with observed place cell "ring in region CA3 of the hippocampus. We show
Exploring the Functional Significance of Dendritic Inhibition In Cortical Pyramidal Cells
, 2003
"... Inhibitory synapses contacting the soma and axon initial segment are commonly presumed to participate in shaping the response properties of cortical pyramidal cells. Such an inhibitory mechanism has been explored in numerous computational models. However, the majority of inhibitory synapses target t ..."
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Cited by 6 (5 self)
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Inhibitory synapses contacting the soma and axon initial segment are commonly presumed to participate in shaping the response properties of cortical pyramidal cells. Such an inhibitory mechanism has been explored in numerous computational models. However, the majority of inhibitory synapses target
The Frequency Dependence of Spike Timing Reliability in Cortical Pyramidal Cells and Interneurons.
, 2001
"... for interneurons. The observed differences in intrinsic the frequency preference between pyramidal cells and interneurons have implications for rhythmogenesis and information transmission between populations of cortical neurons. Introduction Recent analysis of the neuronal spike trains in the l ..."
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Cited by 37 (9 self)
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for interneurons. The observed differences in intrinsic the frequency preference between pyramidal cells and interneurons have implications for rhythmogenesis and information transmission between populations of cortical neurons. Introduction Recent analysis of the neuronal spike trains
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