Encoding and decoding in fMRI

►Encoding and decoding can be described in terms of a linearizing feature space. ►Encoding models can provide complete functional descriptions; decoding models cannot. ►Decoding models can relate activity directly to behavior; encoding models cannot. ►An encoding model is more easily converted to a decoding model than vice versa.