The human brain differs from computers, and the computer
pattern can be used to replace the Human brain pattern

In Connectionism ...... is the basic
thinking unit

It is based on cybernetics and perception-action control system.
Its origin came from cybernetics.

In Actionism Intelligence depends on

In Actionism Intelligence requires no knowledge, representation, and
inference

in symbolism (logicism) knowledge representation is

in connectionism (bionicism) knowledge representation is

in Actionism (decision-making control) knowledge representation is

symbolism (logicism) is a black box

connectionism (bionicism) is a black box

Actionism (decision-making control) is a black box

symbolism (logicism) has feature learning

connectionism (bionicism) has feature learning

Actionism (decision-making control) has feature learning

in symbolism (logicism) interpretability is

in connectionism (bionicism) interpretability is

in Actionism (decision-making control) interpretability is

symbolism (logicism) requires large samples

connectionism (bionicism) requires large samples

Actionism (decision-making control) requires large samples

there is overfitting in symbolism (logicism)