Sentence examples for summation unit from inspiring English sources
The summation layer consists of two neurons: a denominator summation unit neuron and a numerator summation unit neuron.
The output layer is linear and serves as a summation unit.
The denominator summation unit neuron sums the weight values that arrive from each of the hidden neurons.
A novel SC-based normalization design is proposed, which includes a square and summation unit, an activation unit and a division unit.
Before being applied to summation unit, shown with a Σ, each signal is multiplied by its corresponding weight that represents the power of a biologically synaptic single connection.
The numerator summation unit neuron sums the weight values that are multiplied by the actual dependent value for each hidden neuron (Huang and Williamson 1994).
This later has two different types of summation: S-summation neuron (summation units) and D-summation neuron (a single division unit).
The two parts, A and B, in the summation units correspond to the numerator and denominator in Eq. 1, respectively.
The sum of squared differences between an input vector X and the observed data X j, is recorded in the pattern units as D j 2. It then feeds into a nonlinear (e.g., exponential) activation function before passing into the summation units.
The model architecture of GRNNs is fixed by the fact that the number of input nodes is determined by the number of inputs m, the number of pattern nodes depends on the size of the observed input data n, and the nodes in the summation units always consist of two parts including a denominator node and a numerator node.
An output layer This layer divides the values accumulated in the numerator summation neuron unit by the values accumulated in the denominator summation neuron unit.
