Boolean neural network Deep Learning; Symbolic AI
noun phrase
Definition: A neural-network model in which signals, states, weights, or outputs are represented in Boolean or binary form and computation is carried out through Boolean-valued units or logic-like update rules [Lauria, Prevete 2002].
Example in context: “The neural circuitry of the buccal mass is modeled with a multilayered Boolean neural network modified from Webster-Wood et al. (2020).” [Bennington et al. 2025]
Related terms: binary neural network; Boolean neuron; logic-gate neural model; recurrent Boolean network