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» Control Dependence for Extended Finite State Machines
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ALT
2010
Springer
13 years 9 months ago
Distribution-Dependent PAC-Bayes Priors
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
Guy Lever, François Laviolette, John Shawe-...
JCNS
2000
109views more  JCNS 2000»
13 years 7 months ago
Dynamics of Sparsely Connected Networks of Excitatory and Inhibitory Spiking Neurons
The dynamics of networks of sparsely connected excitatory and inhibitory integrate-and-fire neurons are studied analytically. The analysis reveals a rich repertoire of states, incl...
Nicolas Brunel
PTS
2007
81views Hardware» more  PTS 2007»
13 years 8 months ago
An EFSM-Based Passive Fault Detection Approach
Extended Finite State Machine (EFSM)-based passive fault detection involves modeling the system under test (SUT) as an EFSM M, monitoring the input/output behaviors of the SUT, and...
Hasan Ural, Zhi Xu
BMCBI
2007
159views more  BMCBI 2007»
13 years 7 months ago
Computational genes: a tool for molecular diagnosis and therapy of aberrant mutational phenotype
Background: A finite state machine manipulating information-carrying DNA strands can be used to perform autonomous molecular-scale computations at the cellular level. Results: We ...
Israel Mark Martínez-Pérez, Gong Zha...
FSKD
2007
Springer
277views Fuzzy Logic» more  FSKD 2007»
14 years 1 months ago
Autonomous Robot Control Using Evidential Reasoning
Evidence theory has been widely applied to uncertainty reasoning. In this paper a finite state machine with evidential reasoning is proposed to control autonomous robots. The Khep...
Qingxiang Wu, David A. Bell, Rashid Hafeez Khokhar...