Sentence examples for nonlinear unit from inspiring English sources

First, note that the non-multiplicative nonlinearity model inherits the HRC's assumption that each nonlinear unit only acts upon the low-pass filtered signal from one point in space and the high-pass filtered signal from the neighboring point.

If α is close to 1, the nonlinear unit approximates a tanh function.

Leaking rate α of the leaky-integrated nonlinear unit represents the dynamic updating speed of hidden states.

For actuator faults, a reconfigurable controller is designed around a state-feedback sliding mode scheme where the gain of the nonlinear unit vector term is allowed to adaptively increase at the onset of a fault.

Key to the success of DNN is attributed in large part to modeling tied context-dependent (CD) states in the output layer, large windows of acoustic input, and many wide layers of nonlinear units.

Model based analytical redundancy is used on an augmented linearized model of the nonlinear FCC unit to the isolation of faults.

Since the phase detector is often a nonlinear feedback unit with respect to the phase, it is hard to obtain a closed-form solution of determining stability or convergence under most situations.

Uncertain operating conditions, along with the load demand for a wider and faster response, bring new challenges to the nonlinear boiler turbine unit control.

In addition, we should note that there are no evident differences for different leaking rates of the leaky-integrated nonlinear activation unit in terms of the estimation error values of the HF spectral envelope, and α = 1 provides a smaller estimation error than other α values, according to the evaluation results in the two-stage grid search process.

When a in is close to 0, the leaky-integrated nonlinear activation units approach linear functions.

However, to determine the dissipativity of multivariable nonlinear process units is often extremely difficult.