Gating Mechanism
A Gating Mechanism is a structural design in neural networks that controls the flow of information through internal pathways using sigmoid-activated scalar multipliers.
Frequently Asked Questions
Give an example of a gate in an LSTM.▼
The Forget Gate, which outputs values between 0 (discard context) and 1 (keep context).
How do gating mechanisms help in Mixture of Experts?▼
The Gating Router calculates routing coefficients to determine which subset of expert networks should process a token.
Quick Facts
- CategoryNeural Architectures
- Key ApplicationLong short-term memory RNNs, gating routes in mixture-of-experts, and SwiGLU activations.
Coverage Trend12 Weeks
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