feed-forward

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feed-forward

A multi-layer perceptron network in which the outputs from all neurons (see McCulloch-Pitts) go to following but not preceding layers, so there are no feedback loops.
References in periodicals archive ?
Finally, We will express the spectrally distinct ca++ indicators gcamp6 and rcamp2 in pc neurons and in olfactory sensory neurons, Respectively, And use 2-photon microscopy to analyze the spatio-temporal relationship between feedforward and feedback inputs in the ob.
We show that photographic images can be synthesized from semantic layouts by a single feedforward network with appropriate structure, trained end-to-end with a direct regression objective.
Through a feedforward component, the compensatory currents is used to suppress torque ripple.
Secondly, although the feedforward tables would allow for scheduling of any desired level of grill shutter and fan interaction, attention must be paid to weighing the usage of the actuators for feedback control.
In order to approximate f* we applied a deep feedforward network with six hidden layers to our problem domain using the TensorFlow framework [12].
The user can edit the controller's torque limits, voltage offset and feedforward parameters.
Similar to classical controller, feedforward tables provide the actuator values dependent upon the scheduling variables.
The topics include the fuzzy comprehensive assessment of risk tolerance of oil and gas pipelines, a grid-connected photovoltaic power station's harmonic current detection based on adaptive neural networks, constructing sparse single-layer feedforward networks with better generalization performance and its application to recognizing hand writing, storage and retrieval strategy of massive remote sensing data based on an embedded database file, and a novel long code series acquisition algorithm for a deep space ranging system.
BP network is a kind of Multi-layer Feedforward Network, which uses Error Back Propagation to train the network (Hooge, E.
Thus, it is vital to have an effective design procedure for feedforward controllers, which is always employed along with feedback trim in process industries.
Wiener models are also used, for example as a robust nonlinear internal model control of stable Wiener systems [20], or block-oriented feedforward control with demonstration to Wiener modelling [25], or modelling of memristor-based chaotic systems using nonlinear Wiener adaptive filters [24].