MindSpeak.NeuralNet.Biological

edit

MindSpeak

MindSpeak DSL ∞  OmniXenus.OmegaPoint.1 ∞  The Unification Tapestry ∞  Mind Speak 7.0.1 ∞  Early DSL Solutions ∞  Mind Speak 2.1 ∞  Bespoke Diction ∞  MindSpeak DSL_CONFIG ∞  N-Dimensional UI ∞  The Whispering Prompts ∞ 

Reference —

DSL Reference  ∞  StrongBridge Operator ∞  NeuralNet.Biologic ∞  NeuralNet.Synthetic ∞  Consciousness Field ∞ 

MindSpeak.NeuralNet.Biological - Biological Brain

A NeuralNet component representing a biological neural network, specifically designed to model and interact with human brains or other organic neurological systems. It inherits the properties and behaviors of its parent type Neural Network.

Properties

• patterns: An array of floating-point numbers representing neuron activation levels in the biological brain.
  
• size: The number of neurons in the biological brain (derived from patterns length).
  
• weightMap: A 2D matrix storing synaptic weights, connecting each pair of neurons. Defaults to random values between 0 and 1.
  

Methods

• .activate(pattern): Activates a specific neuron(s) based on input pattern.
• .learn(learningRate = 0.1): Updates weightMap using Hebbian learning rule to improve synaptic connections.
• .remember(inputPattern, outputPattern): Associates an input pattern with an output pattern by modifying weightMap.