Sentence examples for output gate from inspiring English sources

The output gate is an additional fully connected layer with 101 inputs and two output dimensions.

A cell is composed of four main elements: an input gate, a neuron with a self-recurrent connection, a forget gate, and an output gate.

Gated Recurrent Units (GRUs) [2, 12] can be used in place of the BLSTM ones; they have fewer parameters than LSTMs, since they do not include an output gate.

Memory cells are organized into blocks (Figure 4), each having an input gate that allows a block to selectively ignore incoming activations; an output gate that allows a block to selectively take itself offline, shielding it from error; and a forget gate that allows cells to selectively empty their memory contents.

Chatham, C. H., Frank, M. J. & Badre, D. Corticostriatal output gating during selection from working memory.

Using computational modeling, we then show how increasing the output gating speed of set-reset latches extends the operable ranges of toggle flip-flops with respect to set-reset latch switching thresholds and toggle flip-flop input pulse height and frequency.

The gating mechanisms such as the input gates and output gates follow this equation: y_{final}=x_{1}y_{1}+x_{2}y_{2} (1) Fig. 2 Expert gating training framework [25, 26].

The bias weights to the LSTM gates were initialized with positive values for the input and output gates [+0.5, +1.0, +1.5,...] and negative values for the forget gates [-0.5, -1.0, -1.5,...].

To summarise, the crucial requirement to copy large networks is a phase without external sensory stimulus in which (i) depolarisation of the neuron can be categorised as coming from either intra-layer or inter-layer afferents and, (ii) collateral (output) gating can limit the outgoing spike to inter-layer collaterals on the basis of this categorisation.

We call this an output gating effect in contradistinction to input gating.

The notion of output gating has important implications in determining the minimum ISI for nonassociative learning experiments.