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A Human-Like Cognitive Computer Based on a Psychologically Inspired VLSI Brain Model
Abstract
Despite the enormous computational power of current digital computers, they are still inferior to humans in many respects, such as in seeing events happening in front, perceiving and recognizing them by intuition and association, and making a decision to take an immediate action. Furthermore, it appears very unlikely that computers will become as intelligent as humans in these aspects by just advancing the current computer technologies in any traditional way. Something radically new must be introduced to the architecture and algorithms in computers. In this chapter, the author presents an approach for building a human-brain-like computing system based on the computing principles that can be learned from biology and psychology. The author is exploring a new paradigm in the hardware computing scheme adaptive to human-like intelligent information processing based on the state-of-the-art very large scale integration (VLSI) technology. To this end, the author developed a series of VLSI chips that are each dedicated to mimicking specific processes of the brain using digital, analog, and/or mixed-signal circuit technologies. Specific applications of this system for the perception of still and moving images are presented as illustrative examples.
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