Computers Cannot Learn the Way Humans Do – Partly, Because They Do not Sleep

George K. Kostopoulos

One of the current frontier research themes in informatics relates to the extent to which computers and machines in general can become capable of learning and teaching each other. Hopes have been raised that their education could benefit from emulating mechanisms underlying learning in animal brains. An overview of these mechanisms will be briefly presented with a focus on the recently revealed fundamental role of sleep in memory consolidation and learning., Compared to brains, computers are found very much inferior when it comes to learning. Several road signs are suggested for enriching computers’ repertory in the direction of increasing their capacity to learn by becoming more brain-like. However, the prospect of achieving such goal with state of art technology appears extremely dim.

The final publication is available at Springer via https://doi.org/10.1007/978-3-319-67615-9_8.