Funderstanding - Neural Networks Search Neural Networks Computers are the ideal metaphor for the human mind. Cognitive scientists have long used the serial processor as their model for the brain because this type of computer excels in deductive reasoning. Researchers are also exploring whether parallel processors can serve as models for how the brain functions.
Parallel processors are computers that excel at pattern recognition, or inductive thinking.
Neural nets excel at inductive tasks, such as pattern recognition, for which many commercial applications are now being developed. It's possible these researchers will conclude that the brain is not a linear tool, as originally suggested by the serial model, but that the parallel model of processing information more closely represents how the mind works. Maybe the ultimate model of the human brain would be one that combines both the serial and parallel analogies. All rights reserved.