منابع مشابه
Noisy Linear Networks
During the last few years, (bottleneck) linear neural network architectures have received considerable amounts of interest due to their importance in feature extraction. Suppose that an n-dimensional random vector x is to be compressed into a p-dimensional vector y = c(x), where p < n, in a way that relative to some performance criterion, y contains as much information about x as possible. If t...
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Come with us to read a new book that is coming recently. Yeah, this is a new coming book that many people really want to read will you be one of them? Of course, you should be. It will not make you feel so hard to enjoy your life. Even some people think that reading is a hard to do, you must be sure that you can do it. Hard will be felt when you have no ideas about what kind of book to read. Or...
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sional realization theory," &YAM J. Cone., vol. 13, pp. 221-241, Jan. 1965. H. J. Sussmann, "Existence and uniqueness of minimal realizations of nonlinear systems-Part I: Initialized systems," J. Math. Syst. Theory, t o be published. , "Orbits of families of vector fields and integrability of systems with singularities," Bull. Amer. Math. Soc., vol. 79, pp. 197-199, 1973. P. Stefan, "Two proofs...
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Optimization of noisy non-linear problems plays a key role in engineering and design problems. These optimization problems can't be solved effectively by using conventional optimization methods. However, metaheuristic algorithms such as Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) seem very efficient to approach in these problems and became very popular. The efficiency of these ...
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Certain cellular processes take the form of activity pulses that can be interpreted in terms of noise-driven excitable dynamics. Here we present an overview of different gene circuit architectures that exhibit excitable pulses of protein expression, when subject to molecular noise. Different types of excitable dynamics can occur depending on the bifurcation structure leading to the specific exc...
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ژورنال
عنوان ژورنال: Physics Today
سال: 1960
ISSN: 0031-9228,1945-0699
DOI: 10.1063/1.3056925