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Psychologie (Subject) / man and machine task 1 (Lesson)
artifical intelligence
This lesson was created by yas2210.
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- Machine learning ability of computers to learn without being explicity programmed
- artificial intelligence system designed by humans act in world by perceiving the environment interpret data
- cognitive science suggests that we have mental procedures that operate on mental representations to produce action + thought
- cognitive modelling development of psychological theories that can be translated into computer programs
- CRUM central hypothesis that thinking can be best understood in terms of representational structures + computiational procedures --> Mental representations <-> data structures --> computational procedure <-> algorithms --> thinking <-> running program
- deep learning learning method based on several layers between input and output, allows to learn overall relation in successive steps
- expert systems systems designed to incorporate knowledge and ability of a human expert in a domain systems can identify patterns, trends, meaning from complex data
- foraging models one success attracts others to follow same path and therefore also have success the more joing, the more evidence for success
- mechanical predictions predictions made by machines, including statistics and algorithms
- moore's law says that the complexitiy in computer circuits double every two years
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- neural networks inspired by brain, mimics loginc and learning functions of the brain, algorithm for machine learning