Complex sentence: Connectionism can be traced to ideas more than a century old, which were little more than speculation until the mid-to-late 20th century.
Split into simpler sentences: Connectionism can be traced back to ideas more than a century old. However, connectionist ideas were little more than speculation until the mid-to-late 20th century.