Participants will be recruited from the parent study The Safety and Efficacy of Low and High Carbohydrate Diets. Participants will attend one 30-minute training session to learn the computer tasks and rate food desirability. Participants will rate their desire to eat "24" foods on a "9"-point Likert scale (e.g., 1 = do not desire at all; 5 = neutral, neither desire nor not desire; 9 = desire extremely). These ratings will be used to establish emotionally salient and neutral cues for the computerized tests (i.e., Cue Reactivity and Stroop test) used during the study.

Each individual will participate on separate occasions in one 45-60 minute testing session before onset of treatment (week 0), and four 45-60 minute testing sessions that coincide with treatment assessments in the approved study (weeks 12, 26, 54). Testing will be conducted one and a half hours following consumption of a standard snack to ensure that all participants are in the same metabolic state. Participants will complete three consecutive computerized tests in the following order: 1) Continual Performance Test (CPT), 2) Stroop test, 3) Cue Reactivity Test. Based on a previous study showing impairments in cognitive function one week after initiation of a low carbohydrate diet, participants will also complete a 5-minute cognitive task (e.g., Continual Performance Task) one and four weeks after modifications in eating have begun. On these weeks, participants will be given a small snack prior to the group meeting. Testing will occur at the conclusion of weekly group meetings, ensuring that participants have abstained from food for approximately one and half hours.

The 15 minute cue reactivity test consists of three cue trials that vary only in terms of the cue presented (one neutral non-food cue, one neutral food cue, and one emotionally salient food cue). The order of these trials will be presented in a counter-balanced order.Participants will complete a VAS questionnaire, rating their feelings of hunger, craving, and anxiety. Participants will insert dental rolls prior to each of three, five-minute cue-presentation trials. While participants insert the dental rolls, the experimenter will place the relevant cue on a platter. This platter will have a divider/ barrier attached to it that obstructs the cue from the participant's view while the experimenter is in the room. After the rolls are inserted and the cue is placed on the platter, the experimenter will leave the room, and rotate the platter via remote control until the cue is in clear view of the participant.5-minute psychophysiologic data (i.e., heart rate, skin conductance) acquisition will begin as the platter is being rotated. Participants will be instructed via audiotape to focus their attention on the cue, imagine picking it up, smelling it, and tasting it, etc. At the end of this 5-minute interval, blood pressure measures will be taken.Participants will remove the dental rolls and place them in a plastic zip-lock bag.The experimenter will return to the room and ask the participant to complete the post-trial VAS questionnaire, rating their feelings of hunger, craving, and anxiety. Then participants will be provided with one ounce of water.