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Mechanisms that use a separate layer or network to mask and control signal flow between other layers.
Distinct from Fully Connected Layers: Distinct from Fully Connected Layers: focuses on the modulating/gating mechanism rather than the linear transformation itself.
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Synaptic is a JavaScript neural network library used for building, training, and executing neural networks in Node.js and the browser. It provides a framework for constructing architecture-free neural network topologies, a backpropagation training engine for weight optimization, and a toolkit for implementing recurrent neural network frameworks. The library enables the design of custom first or second order network architectures without predefined constraints. It supports a variety of specialized models, including Long Short-Term Memory networks, Hopfield networks, Liquid State Machines, and
Enables controlling signal flow between network layers using a third layer as a masking mechanism.