Assessing Intelligence in Artificial Neural Networks

3 Jun 2020Nicholas J. SchaubNathan Hotaling

The purpose of this work was to develop of metrics to assess network architectures that balance neural network size and task performance. To this end, the concept of neural efficiency is introduced to measure neural layer utilization, and a second metric called artificial intelligence quotient (aIQ) was created to balance neural network performance and neural network efficiency... (read more)

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