This organization describes itself as "the preeminent society for the experimental study of cognition." Psychonomics is defined as "the science of the laws relating the mind to the organism's internal and external environment : psychology." This definition is the inspiration for the logo's image.
The International Meeting logo (2nd image) emphasizes the hard sciences.