18,256 research outputs found
Effects of the R-parity violation in the minimal supersymmetric standard model on dilepton pair production at the CERN LHC
We investigate in detail the effects of the R-parity lepton number violation
in the minimal supersymmetric standard model (MSSM) on the parent process at the CERN Large Hadron Collider (LHC). The numerical
comparisons between the contributions of the R-parity violating effects to the
parent process via the Drell-Yan subprocess and the gluon-gluon fusion are
made. We find that the R-violating effects on pair production at the
LHC could be significant. The results show that the cross section of the pair productions via gluon-gluon collision at the LHC can be of the order
of fb, and this subprocess maybe competitive with the production
mechanism via the Drell-Yan subprocess. We give also quantitatively the
analysis of the effects from both the mass of sneutrino and coupling strength
of the R-parity violating interactions.Comment: 18 pages, 10 figures, accepted by Phys. Rev.
Mutual information for examining correlations in DNA
This paper examines two methods for finding whether long-range correlations
exist in DNA: a fractal measure and a mutual information technique. We evaluate
the performance and implications of these methods in detail. In particular we
explore their use comparing DNA sequences from a variety of sources. Using
software for performing in silico mutations, we also consider evolutionary
events leading to long range correlations and analyse these correlations using
the techniques presented. Comparisons are made between these virtual sequences,
randomly generated sequences, and real sequences. We also explore correlations
in chromosomes from different species.Comment: 8 pages, 3 figure
full-FORCE: A Target-Based Method for Training Recurrent Networks
Trained recurrent networks are powerful tools for modeling dynamic neural
computations. We present a target-based method for modifying the full
connectivity matrix of a recurrent network to train it to perform tasks
involving temporally complex input/output transformations. The method
introduces a second network during training to provide suitable "target"
dynamics useful for performing the task. Because it exploits the full recurrent
connectivity, the method produces networks that perform tasks with fewer
neurons and greater noise robustness than traditional least-squares (FORCE)
approaches. In addition, we show how introducing additional input signals into
the target-generating network, which act as task hints, greatly extends the
range of tasks that can be learned and provides control over the complexity and
nature of the dynamics of the trained, task-performing network.Comment: 20 pages, 8 figure
TeV Scale Lee-Wick Fields out of Large Extra Dimensional Gravity
We study the gravitational corrections to the Maxwell, Dirac and Klein-Gorden
theories in the large extra dimension model in which the gravitons propagate in
the (4+n)-dimensional bulk, while the gauge and matter fields are confined to
the four-dimensional world. The corrections to the two-point Green's functions
of the gauge and matter fields from the exchanges of virtual Kaluza-Klein
gravitons are calculated in the gauge independent background field method. In
the framework of effective field theory, we show that the modified one-loop
renormalizable Lagrangian due to quantum gravitational effects contains a TeV
scale Lee-Wick partner of every gauge and matter field as extra degrees of
freedom in the theory. Thus the large extra dimension model of gravity provides
a natural mechanism to the emergence of these exotic particles which were
recently used to construct an extension of the Standard Model.Comment: 17 pages, 3 figures, references added, to appear in Phys. Rev.
Theory of coupled neuronal-synaptic dynamics
In neural circuits, synaptic strengths influence neuronal activity by shaping
network dynamics, and neuronal activity influences synaptic strengths through
activity-dependent plasticity. Motivated by this fact, we study a
recurrent-network model in which neuronal units and synaptic couplings are
interacting dynamic variables, with couplings subject to Hebbian modification
with decay around quenched random strengths. Rather than assigning a specific
role to the plasticity, we use dynamical mean-field theory and other techniques
to systematically characterize the neuronal-synaptic dynamics, revealing a rich
phase diagram. Adding Hebbian plasticity slows activity in chaotic networks and
can induce chaos in otherwise quiescent networks. Anti-Hebbian plasticity
quickens activity and produces an oscillatory component. Analysis of the
Jacobian shows that Hebbian and anti-Hebbian plasticity push locally unstable
modes toward the real and imaginary axes, explaining these behaviors. Both
random-matrix and Lyapunov analysis show that strong Hebbian plasticity
segregates network timescales into two bands with a slow, synapse-dominated
band driving the dynamics, suggesting a flipped view of the network as synapses
connected by neurons. For increasing strength, Hebbian plasticity initially
raises the complexity of the dynamics, measured by the maximum Lyapunov
exponent and attractor dimension, but then decreases these metrics, likely due
to the proliferation of stable fixed points. We compute the marginally stable
spectra of such fixed points as well as their number, showing exponential
growth with network size. In chaotic states with strong Hebbian plasticity, a
stable fixed point of neuronal dynamics is destabilized by synaptic dynamics,
allowing any neuronal state to be stored as a stable fixed point by halting the
plasticity. This phase of freezable chaos offers a new mechanism for working
memory.Comment: 20 pages, 9 figure
Bilepton effects on the WWV^* vertex in the 331 model with right-handed neutrinos via a SU_L(2)XU_Y(1) covariant quantization scheme
In a recent paper, we investigated the effects of the massive charged gauge
bosons (bileptons) predicted by the minimal 331 model on the off-shell vertex
WWV^* (V=gamma, Z) using a SU_L(2) X U_Y(1) covariant gauge-fixing term for the
bileptons. We proceed along the same lines and calculate the effects of the
gauge bosons predicted by the 331 model with right-handed neutrinos. It is
found that the bilepton effects on the WWV^* vertex are of the same order of
magnitude than those arising from the SM and several of its extensions,
provided that the bilepton mass is of the order of a few hundred of GeVs. For
heavier bileptons, their effects on the WWV^* vertex are negligible. The
behavior of the form factors at high energies is also discussed as it is a
reflect of the gauge invariance and gauge independence of the WWV^* Green
function obtained via our quantization method.Comment: Replaced to match published versio
Two Photon Radiation in W and Z Boson Production at the Tevatron Collider
We present a calculation of two photon radiation in W and Z boson production
in hadronic collisions, based on the complete matrix elements for the processes
q\bar q'\to\ell^\pm\nu\gamma\gamma and q\bar q\to\ell^+\ell^-\gamma\gamma,
including finite charged lepton masses. In order to achieve stable numerical
results over the full phase space, multiconfiguration Monte Carlo techniques
are used to map the peaks in the differential cross section. Numerical results
are presented for the Fermilab Tevatron.Comment: Revtex, 28 pages, 3 figure
Asymptotically anti-de Sitter space-times: symmetries and conservation laws revisited
In this short note, we verify explicitly in static coordinates that the non
trivial asymptotic Killing vectors at spatial infinity for anti-de Sitter
space-times correspond one to one to the conformal Killing vectors of the
conformally flat metric induced on the boundary. The fall-off conditions for
the metric perturbations that guarantee finiteness of the associated conserved
charges are derived.Comment: 6 pages Latex file, Proceedings for the conference "Renormalization
Group and Anomalies in Gravity and Cosmology", Ouro Preto, Brazil, 17 - 23
March, 200
Prospects for Searching for Excited Leptons during RunII of the Fermilab Tevatron
This letter presents a study of prospects of searching for excited leptons
during RunII of the Fermilab Tevatron. We concentrate on single and pair
production of excited electrons in the photonic decay channel in one CDF/DO
detector equivalent for 2 fb^{-1}. By the end of RunIIa, the limits should be
easily extended beyond those set by LEP and HERA for excited leptons with mass
above about 190 GeV.Comment: 4 pages, 8 figure
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