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  • Basic processing unit in the brain that converts multiple input signals to an output signal via a voting process.
  • The output is a selective bias of the inputs to produce its desired output in its decision making process.
  • Mathematically, a neuron computes an input/output (I/O) mapping function such that for a given input, it produces a specific output.

Neural Networks

  • A connection of neurons.
  • The output of a network is the collective ensemble of its constituent neurons such as the output is not determined by any single neuron but by the collective combinatorics of the output of each neurons in the network.
  • Because of the nonlinearity of the I/O function of each neuron, the output of the network is not necessarily the sum of its inputs, which leads to the complexity in a network.

Neuroscience 101

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