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Goals
Our research focuses
on the neurobiological mechanisms underlying cognitive control and its
disturbance in psychiatric illness. We define cognitive control as the
ability to flexibly adapt behavior to current demands, by promoting
task-relevant information and behaviors over temporally-extended
periods and in the face of interference or competition. This ability is
central to most higher cognitive functions, and contributes to the unique
character of human behavior. Our goals are to define the neural mechanisms
that underlie cognitive control, to understand how these govern behavior,
and to use this knowledge to improve our understanding of the relationship
between brain and behavior in psychiatric disorders.
Areas of Focus
At the psychological
level, our studies focus on attention, inhibition, working memory, language
processing, and affective and evaluative, all of which are thought to be central
to, or to rely critically on cognitive control. At the biological level, our
work focuses on the functions of prefrontal cortex and anterior cinguate, and
their regulation by brainstem neuromodulatory systems, such as those using the
neurotransmitters dopamine and norepinephrine. Within the clinical domain, our
work focuses on disturbances of these systems in schizophrenia.
Research Approach
Our work draws on methods
from cognitive psychological, neuroscientific, and psychiatric research,
and involves a two-pronged approach: a) the development of neural network-based
computer simulation models of performance in cognitive tasks, to explore specific
hypotheses about the influence of biological variables on behavior; and b) the
empirical testing of these hypotheses in normal and psychiatric populations using
standard cognitive tasks, as well as functional neuroimaging and
psychopharmacological techniques. We use these two approaches in an iterative and
interactive way: Models are used to generate empirical predictions, that can be
tested in empirical studies. Empirical studies are conducted to both test predictions
made by the models and to guide further development.
Theoretical models are developed within the parallel distributed processing
(PDP), or "neural net" framework.
This permits the construction of computational models that can simulate
human performance in cognitive tasks, using mechanisms that approximate
those believed to be present in the brain. These models provide a conceptual
link between cognitive processes and underlying neural mechanisms, and insights
into how specific neurobiological abnormalities can produce the patterns
of behavioral disturbances observed in psychiatric disorders.Our empirical
studies make use of standard experimental methods from cognitive psychology,
both alone, and in combination with non-invasive functional neuroimaging and
psychopharmacological techniques. Neuroimaging techniques include functional
magnetic resonance imaging (fMRI), positron emission tomography (PET), and scalp
electrophysiology. Pharmacological studies focus on dopaminergic agents. All
of these methods are used to study healthy volunteers and patients with
schizophrenia. The goal of these studies is to deepen our understanding of
normal function, and bring this to bear in our effort to understand and address
the disruptions of cognitive functioning that occur in psychopathology.
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