Complex sentence: Many connectionist principles can be traced to early work in psychology, such as that of William James; psychological theories based on what was then known about the human brain were quite fashionable in the late 19th century.
Split into simpler sentences: Many connectionist principles can be traced to early work in psychology, such as that of William James. Psychological theories based on knowledge about the human brain were fashionable in the late 19th century.