25,378 research outputs found
Scattering lengths and universality in superdiffusive L\'evy materials
We study the effects of scattering lengths on L\'evy walks in quenched
one-dimensional random and fractal quasi-lattices, with scatterers spaced
according to a long-tailed distribution. By analyzing the scaling properties of
the random-walk probability distribution, we show that the effect of the
varying scattering length can be reabsorbed in the multiplicative coefficient
of the scaling length. This leads to a superscaling behavior, where the
dynamical exponents and also the scaling functions do not depend on the value
of the scattering length. Within the scaling framework, we obtain an exact
expression for the multiplicative coefficient as a function of the scattering
length both in the annealed and in the quenched random and fractal cases. Our
analytic results are compared with numerical simulations, with excellent
agreement, and are supposed to hold also in higher dimensionsComment: 6 pages, 8 figure
Summability of Superstring Theory
Several arguments are given for the summability of the superstring
perturbation series. Whereas the Schottky group coordinatization of moduli
space may be used to provide refined estimates of large-order bosonic string
amplitudes, the super-Schottky group variables define a measure for the
supermoduli space integral which leads to upper bounds on superstring
scattering amplitudes.Comment: 11 pages, TeX. A remark about C-cycles and dividing cycles and two
references have been added to the pape
Rural Income Generating Activities: A Cross Country Comparison
This paper uses a newly constructed cross country database composed of comparable variables and aggregates from household surveys to examine the full range of income generating activities carried out by rural households in order to determine: 1) the relative importance of the gamut of income generating activities in general and across wealth categories; 2), the relative importance of diversification versus specialization at the household level; and 3) the influence of rural income generating activities on poverty and inequality. Analysis of the RIGA cross country dataset paints a clear picture of multiple activities across rural space and diversification across rural households. This is true across countries in all four continents, though less so in the African countries included in the dataset. For most countries the largest share of income stems from off farm activities, and the largest share of households have diversified sources of income. Diversification, not specialization, is the norm, although most countries show significant levels of household specialization in non-agricultural activities as well. Nevertheless, agricultural based sources of income remain critically important for rural livelihoods in all countries, both in terms of the overall share of agriculture in rural incomes as well as the large share of households that still specialize in agricultural sources of income.Community/Rural/Urban Development, Consumer/Household Economics,
Rural Household Access to Assets and Agrarian Institutions: A Cross Country Comparison
Agriculture is at the core of the livelihoods of a large share of rural households throughout the developing world. Agricultural growth is a major engine for overall economic growth and possibly the single most important pathway out of poverty in the rural space. This paper characterizes household access to assets and agrarian institutions of households engaged in agricultural activities in a sample of developing countries. The evidence presented in the paper draws from 15 nationally representative household surveys from four regions of the developing world. We find that the access of rural households to a range of agricultural-specific assets (including land and livestock) and institutions is in general low, though highly heterogeneous across countries, and by categories of households within countries. A large share of rural agricultural households do not use or have access to basic productive inputs, agricultural support services or output markets, and in general it is the landless and the smallest landowners who suffer significantly more from this lack of access. We relate this to the households' ability to engage successfully in commercial farming and find consistent supporting evidence for the hypothesis that this lack of access is significantly constraining their potential to engage successfully in agriculture.rural non farm, assets, agrarian institutions, household surveys, Consumer/Household Economics, O13, O57, Q12,
Non-invasive imaging using reporter genes altering cellular water permeability
Non-invasive imaging of gene expression in live, optically opaque animals is important for multiple applications, including monitoring of genetic circuits and tracking of cell-based therapeutics. Magnetic resonance imaging (MRI) could enable such monitoring with high spatiotemporal resolution. However, existing MRI reporter genes based on metalloproteins or chemical exchange probes are limited by their reliance on metals or relatively low sensitivity. Here we introduce a new class of MRI reporters based on the human water channel aquaporin 1. We show that aquaporin overexpression produces contrast in diffusion-weighted MRI by increasing tissue water diffusivity without affecting viability. Low aquaporin levels or mixed populations comprising as few as 10% aquaporin-expressing cells are sufficient to produce MRI contrast. We characterize this new contrast mechanism through experiments and simulations, and demonstrate its utility in vivo by imaging gene expression in tumours. Our results establish an alternative class of sensitive, metal-free reporter genes for non-invasive imaging
The structure of molecular gas associated with NGC2264: wide-field 12CO and H2 imaging
We present wide-field, high-resolution imaging observations in 12CO 3-2 and
H2 1-0 S(1) towards a ~1 square degree region of NGC2264. We identify 46 H2
emission objects, of which 35 are new discoveries. We characterize several
cores as protostellar, reducing the previously observed ratio of
prestellar/protostellar cores in the NGC2264 clusters. The length of H2 jets
increases the previously reported spatial extent of the clusters. In each
cluster, <0.5% of cloud material has been perturbed by outflow activity. A
principal component analysis of the 12CO data suggests that turbulence is
driven on scales >2.6 pc, which is larger than the extent of the outflows. We
obtain an exponent alpha=0.74 for the size-linewidth relation, possibly due to
the high surface density of NGC2264. In this very active, mixed-mass star
forming region, our observations suggest that protostellar outflow activity is
not injecting energy and momentum on a large enough scale to be the dominant
source of turbulence.Comment: MNRAS accepte
Suzaku and BeppoSAX X-ray Spectra of the Persistently Accreting Neutron-Star Binary 4U 1705-44
We present an analysis of the broad-band spectra of 4U~1705--44 obtained with
{\it Suzaku} in 2006--2008 and by {\it BeppoSAX} in 2000. The source exhibits
two distinct states: the hard state shows emission from 1 to 150 keV, while the
soft state is mostly confined to be keV. We model soft-state continuum
spectra with two thermal components, one of which is a multicolor accretion
disk and the other is a single-temperature blackbody to describe the boundary
layer, with additional weak Comptonization represented by either a simple power
law or the SIMPL model by Steiner et al. The hard-state continuum spectra are
modeled by a single-temperature blackbody for the boundary layer plus strong
Comptonization, modeled by a cutoff power law. While we are unable to draw firm
conclusions about the physical properties of the disk in the hard state, the
accretion disk in the soft state appears to approximately follow . The deviation from , as expected from a constant inner
disk radius, might be caused by a luminosity-dependent spectral hardening
factor and/or real changes of the inner disk radius in some part of the soft
state. The boundary layer apparent emission area is roughly constant from the
hard to the soft states, with a value of about 1/11 of the neutron star
surface. The magnetic field on the surface of the NS in 4U~1705--44 is
estimated to be less than about G, assuming that the disk is
truncated by the ISCO or by the neutron star surface. Broad relativistic Fe
lines are detected in most spectra and are modeled with the diskline model. The
strength of the Fe lines is found to correlate well with the boundary layer
emission in the soft state. In the hard state, the Fe lines are probably due to
illumination of the accretion disk by the strong Comptonization emission.Comment: Accepted for publication in the Astrophysical Journa
Time-resolved refractive index and absorption mapping of light-plasma filaments in water
By means of a quantitative shadowgraphic method, we performed a space-time
characterization of the refractive index variation and transient absorption
induced by a light-plasma filament generated by a 100 fs laser pulse in water.
The formation and evolution of the plasma channel in the proximity of the
nonlinear focus were observed with a 23 fs time resolution.Comment: 3 pages, 3 picture
Selfish or altruistic? An analysis of alarm call function in wild capuchin monkeys, Cebus apella nigritus
Alarm calls facilitate some antipredatory benefits of group living but may endanger the caller by attracting the predator's attention. A number of hypotheses invoking kin selection and individual selection have been proposed to explain how such behaviour could evolve. This study tests eight hypotheses for alarm call evolution by examining the responses of tufted capuchin monkeys to models of felids, perched raptors and vipers. Specifically, this study examines: (1) differences between individuals in their propensity to call in response to different threat types, (2) whether there is an audience effect for alarm calling and (3) the response of conspecifics to alarms. Results indicate that the benefits likely to be afforded to the caller vary with stimulus type. Alarm calling in response to felids is most likely selfish, with calls apparently directed towards both the predator and potential conspecific mobbers. Alarm calling in response to vipers attracts additional mobbers as well, but also appears to be driven by kin selection in the case of males and parental care benefits in the case of females. Alarm responses to perched raptors are rare, but seem to be selfish, with callers benefiting by recruiting additional mobbers
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing
Deep networks are now able to achieve human-level performance on a broad
spectrum of recognition tasks. Independently, neuromorphic computing has now
demonstrated unprecedented energy-efficiency through a new chip architecture
based on spiking neurons, low precision synapses, and a scalable communication
network. Here, we demonstrate that neuromorphic computing, despite its novel
architectural primitives, can implement deep convolution networks that i)
approach state-of-the-art classification accuracy across 8 standard datasets,
encompassing vision and speech, ii) perform inference while preserving the
hardware's underlying energy-efficiency and high throughput, running on the
aforementioned datasets at between 1200 and 2600 frames per second and using
between 25 and 275 mW (effectively > 6000 frames / sec / W) and iii) can be
specified and trained using backpropagation with the same ease-of-use as
contemporary deep learning. For the first time, the algorithmic power of deep
learning can be merged with the efficiency of neuromorphic processors, bringing
the promise of embedded, intelligent, brain-inspired computing one step closer.Comment: 7 pages, 6 figure
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