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Gated recurrent units (GRUs) are a gating mechanism in recurrent neural networks, introduced in 2014 by Kyunghyun Cho et al. [1] The GRU is like a long short-term memory (LSTM) with a gating mechanism to input or forget certain features, [2] but lacks a context vector or output gate, resulting in fewer parameters than LSTM. [3]
In mathematics, computer science and network science, network theory is a part of graph theory.It defines networks as graphs where the vertices or edges possess attributes. . Network theory analyses these networks over the symmetric relations or asymmetric relations between their (discrete) compone
In elementary network theory, a network is represented by a graph = (,) in which is the set of nodes and the links between nodes, typically represented as a tuple of nodes ,. While this basic formalization is useful for analyzing many systems, real world networks often have added complexity in the form of multiple types of relations between ...
A logic gate is a device that performs a Boolean function, a logical operation performed on one or more binary inputs that produces a single binary output. Depending on the context, the term may refer to an ideal logic gate , one that has, for instance, zero rise time and unlimited fan-out , or it may refer to a non-ideal physical device [ 1 ...
This page is a list of network theory topics. Network theorems. Max flow min cut theorem; Menger's theorem; Metcalfe's law; Network properties. Centrality;
The Metcalfe's Law is a critical component of Santostasi's Bitcoin Power Law Theory. [14] In a working paper, Peterson linked time-value-of-money concepts to Metcalfe value using Bitcoin and Facebook as numerical examples of the proof, [15] and in 2018 applied Metcalfe's law to Bitcoin, showing that over 70% of variance in Bitcoin value was ...
Narrative network; Network controllability; Network formation; Network homophily; Network medicine; Network on a chip; Network scheduler; Network science; Network Science CTA; Network simplex algorithm; Network theory in risk assessment; Networks in labor economics; Node deletion; NodeXL; Non-linear preferential attachment
Switching circuit theory is the mathematical study of the properties of networks of idealized switches. Such networks may be strictly combinational logic, in which their output state is only a function of the present state of their inputs; or may also contain sequential elements, where the present state depends on the present state and past states; in that sense, sequential circuits are said ...