The goal of this clinical trial is to test if an intervention used to manipulate memory and inference can improve our understanding of how brain development supports these abilities in healthy adolescent and adult volunteers. The main questions it aims to answer are: (1) Do hippocampus and ventromedial prefrontal cortex shift from forming simple memories for singular experiences to more complex memories that link numerous experiences together?; (2) Does an improved ability to retrieve prior memories in parietal cortex during new learning have consequences for how those memories are organized at different ages?; and (3) Does the emerging memory control supported by ventromedial prefrontal cortex development facilitate the formation of optimally-organized memory representations? Adolescent participants (13-18 years) will perform two experimental tasks during functional magnetic resonance imaging (fMRI) scanning at three timepoints (T1-T3), spaced 1.5 years apart. Researchers will compare behavioral and neuroimaging data to a separate group of adults (19-25 years) who will perform the task at a single timepoint (T1). The tasks and comparison groups will allow us to isolate the neural processes that support memory and inference behavior, and how these processes change with age.

Hippocampus (HPC) structure and its connectivity with frontoparietal regions continue to develop through adolescence, a developmental period associated with substantial gains in memory and reasoning. While such structural changes are well documented, we know less about the functions that HPC and frontoparietal development confer, fundamentally limiting our understanding of the mechanisms through which individuals learn and reason about the world at different ages. From very early in life, children can learn simple associations that they directly experience. However, with age, our memories become more complex, reflecting not only directly observed information, but also knowledge derived across multiple episodes. Such derived knowledge might represent commonalities among experiences while simultaneously exaggerating important differences between them, thus forming hierarchical knowledge structures that can support inference decisions about event relationships, while also preserving detailed memory for when and where those relationships vary by context. The overarching goal of this proposal is to test the hypothesis that representational capacity within HPC and frontoparietal cortex undergoes qualitative changes during adolescence. We will use a serial cohort design to collect data from adolescents (13-18 years) at three timepoints, each 1.5 years apart, as well as data from adults (19-25 years) at a single timepoint. This design will allow us to test longitudinal predictions about how changes in neural representation within individual adolescents, over time, predict corresponding changes in memory and inference behaviors, as well as cross-sectional predictions about how HPC and frontoparietal cortex representation differs between adolescents and adults. We will use high-resolution functional magnetic resonance imaging (fMRI), representational fMRI analyses, and computational modeling, to test three Aims. Aim 1 will test the prediction that HPC and ventromedial prefrontal (vmPFC) representations will transition from coding simple, individual associations to extracting hierarchical knowledge about the relationships among experiences. Aim 2 will test the prediction that lateral parietal cortex (LPC)-mediated memory reactivation during new learning and inference will have different consequences for HPC-vmPFC representation and inference behavior at distinct points in adolescence. Aim 3 will test the prediction that emerging vmPFC control will influence what memories are available in LPC during learning and inference, as well as directly mediate the impact reactivated memories have on the trajectory of HPC representation during adolescence. The results from this project will provide a key test of fundamental theories of cognitive development and substantially advance our knowledge of the representational capacities of the HPC-frontoparietal memory system in typically developing adolescents. In doing so, the findings may have important implications for our eventual understanding of how the onset of mental health disorders (e.g., affective disorders and schizophrenia) during adolescence impact neural representation as well as memory and reasoning ability.

Inclusion Criteria:

• Right-handed
• Have normal or corrected to normal vision
• Have normal hearing
• Do not have contraindications for MRI
• Have no history of neurological or psychiatric disorders at initial intake
• Are of normal intelligence
• Native or fluent English speaker

Exclusion Criteria:

• A major medical illness or a neurological disorder, or neurological abnormality including significant head trauma (loss of consciousness > 5 min).
• Meeting criteria for any psychiatric disorder or any prior psychiatric hospitalizations
• Intelligence scores more than 1 standard deviation below the mean on the WASI-II
• History of special education placement
• Non-native English speaker
• Prior use of psychotropic medication, except antidepressants, for longer than 1 month
• History of moderate to severe cannabis use disorder, via self-report
• MRI exclusions: Claustrophobia; tattoos above the shoulders; permanent eyeliner; permanent retainer or spacer; artificial eyebrows; cardiac pacemaker; metal fragments in eye, skin, or body, including shrapnel; heart valve replacement; brain clips; venous umbrella; being a sheet-metal worker or welder; lifetime history of aneurysm surgery; intracranial bypass, renal, or aortic clips; prosthetic devices such as middle ear, eye, joint, or penile implants; joint replacements; non-removable hearing aid, neurostimulator, or insulin pump; shunts/stents; metal mesh/coil implants; metal plate/pin/screws/wires; or any other metal implants; or suspected pregnancy.

The present research will generate magnetic resonance imaging (MRI) data and associated electronic records of task behavior, standardized assessments, and magnetic resonance images, along with statistical maps of brain regions involved in task performance. Data and analysis code will be shared on public repositories (e.g., OSF, NDA). Data will be formatted in the standard brain imaging data structure (BIDS) format, which includes comprehensive metadata and is compatible with many analysis packages, promoting reuse of data for future projects. Raw neuroimaging data will also be shared on NDA. Results and conclusions will also be shared via peer-reviewed publications and presentations at scientific meetings such as the annual meetings of the Society for Neuroscience, the Cognitive Neuroscience Society, and Flux: The Society for Developmental Cognitive Neuroscience.