Carl
Zimmer; Cerebrum 2008 - Emerging Ideas in Brain Science |
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Book |
Page |
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Topic |
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Frank; Learning and the Basal Ganglia |
149 |
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Learning
and the Basal Ganglia. |
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Frank; Learning and the Basal Ganglia |
151 |
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Many human behaviors are reflexes programmed into our brains when we
are rewarded or punished for taking a particular
action. [Stereotyped motor
programs] [FAPs] |
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2 |
Frank; Learning and the Basal Ganglia |
151 |
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Basal ganglia
are important in learning from feedback in the formation of good and bad habits. |
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Frank; Learning and the Basal Ganglia |
151 |
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Brain is programmed to reinforce
actions that are immediately
followed by rewards.
This is especially true when the reward is
unexpected. |
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Frank; Learning and the Basal Ganglia |
151 |
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Many of our actions can be explained by principles of learning that are embedded in our neural
machinery.
[Stereotyped motor programs]
[FAPs] |
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Frank; Learning and the Basal Ganglia |
151 |
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Neurosciences is shedding light
on how circuits linking two parts of the brain, the basal
ganglia and the frontal cortex, contribute to learning both productive and counterproductive behaviors. |
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Frank; Learning and the Basal Ganglia |
152 |
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Basal ganglia
receive information from the frontal cortex about behavior that is being planned for
a particular situation. |
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1 |
Frank; Learning and the Basal Ganglia |
152 |
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Basal ganglia
affect activity in the
frontal cortex through a series of neural projections that ultimately go back to the same
cortical areas from which they received the
initial input. |
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Frank; Learning and the Basal Ganglia |
152 |
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The circuit to the frontal cortex enables the basal ganglia to transform and amplify the pattern of neural firing in the frontal cortex that is associated with adaptive, or appropriate
behaviors, while suppressing those that are less adaptive. |
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Frank; Learning and the Basal Ganglia |
152 |
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Neurotransmitter dopamine plays a critical role in
the basal ganglia in determining, as a result of experience, which plans are adaptive and which are not. |
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Frank; Learning and the Basal Ganglia |
152 |
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Dopamine
bursts and dips are thought to drive changes in the strength of synaptic connections
in the basal ganglia so that actions are reinforced (in the case of dopamine bursts) or punished (in the case of dopamine dips). |
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Frank; Learning and the Basal Ganglia |
153 |
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Patterns of dopamine firing bear a striking resemblance to learning signals. |
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1 |
Frank; Learning and the Basal Ganglia |
153 |
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Humans activated
reward areas of the basal ganglia, which are heavily enriched with dopamine, when receiving unexpected rewards. |
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0 |
Frank; Learning and the Basal Ganglia |
153 |
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People with Parkinson's
disease, whose basal
ganglia dopamine levels are severely depleted as a result of
cell death, show deficits in trial
and error learning from feedback. |
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Frank; Learning and the Basal Ganglia |
153 |
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Humans
recruit their "primitive" reinforcement
learning system in the basal
ganglia to support
behavior in more complex
cognitive tasks.
[Stereotyped motor programs]
[FAPs] |
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0 |
Frank; Learning and the Basal Ganglia |
154 |
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Circuitry linking various neural
subregions that collectively form the basal ganglia are so complex and convoluted that computer models are required to gain insight. |
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1 |
Frank; Learning and the Basal Ganglia |
154 |
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Many attempts have been made to
a model basal ganglia function. |
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0 |
Frank; Learning and the Basal Ganglia |
154 |
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A number of computer
models of the basal ganglia have converged on
the same core idea: the architecture of the basal
ganglia are particularly well suited to support "action
selection" -- that is, to implicitly weigh all available options for what to do next and to choose
the best one. |
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Frank; Learning and the Basal Ganglia |
154 |
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Actions that
can be selected by the basal ganglia range from simple motor behaviors, to manipulation of information in
memory, such as multiplying numbers in your head. |
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Frank; Learning and the Basal Ganglia |
155 |
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It seems that our ability to think, reason, and manipulate memories, evolved from similar mechanisms that allow an animal to perform
impressive sequences of motor actions, like when
a bird swoops down to catch a fish. |
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1 |
Frank; Learning and the Basal Ganglia |
155 |
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Difference
between cognitive and
motor functions performed by the basal ganglia may lie in the specializations of
the different regions of the frontal cortex and actions that each encodes. |
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Frank; Learning and the Basal Ganglia |
155 |
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Circuits that link
parts of the basal ganglia to motor cortical areas are structurally identical to those linking
other parts of the basal ganglia to the regions
of the prefrontal cortex that are used for cognitive processes. |
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Frank; Learning and the Basal Ganglia |
155 |
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Basal ganglia
can play a similar role
in selecting among
both motor and cognitive actions, by interacting with different parts of the frontal cortex. |
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0 |
Frank; Learning and the Basal Ganglia |
155 |
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Computational models that explore the role of the basal ganglia when people select motor and cognitive actions. |
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Frank; Learning and the Basal Ganglia |
155 |
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Cognitive models have been focusing on how dopamine signals in the basal ganglia, which occur as a
result of positive and negative outcomes of
decisions (that is, rewards
and punishments), drive learning. |
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Frank; Learning and the Basal Ganglia |
155 |
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Basal ganglia learning is made possible by two main types
of dopamine receptors,
D1 and D2, which are associated with two separate neural pathways through the basal ganglia. |
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Frank; Learning and the Basal Ganglia |
155 |
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When the "Go"
pathway is active, it facilitates an action directed by the frontal cortex; when the opposing "NoGo"
pathway is more active,
the action is
suppressed. |
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Frank; Learning and the Basal Ganglia |
155 |
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These Go and NoGo
pathways compete with
each other when the brain
selects among multiple possible actions, so that
an adaptive action can be facilitated while at the same time competing
actions are suppressed. |
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0 |
Frank; Learning and the Basal Ganglia |
156 |
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During unexpected
rewards, dopamine
bursts drive increased activity and changes in synaptic plasticity
(learning) in the Go pathway. |
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1 |
Frank; Learning and the Basal Ganglia |
156 |
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When a given action
is rewarded in a
particular environmental context, the associated Go neurons learn to become more active the next time the same context is encountered. |
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Frank; Learning and the Basal Ganglia |
156 |
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The Go neurons learning depends on the D1 dopamine receptor, which is highly concentrated in the Go pathway. |
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0 |
Frank; Learning and the Basal Ganglia |
156 |
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When desired rewards are not
received, the resulting dips
in dopamine support increases
synaptic plasticity
in the NoGo
pathway (a process that depends on dopamine B2 receptors concentrated
in that pathway). |
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0 |
Frank; Learning and the Basal Ganglia |
156 |
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A computer
model of these Go/NoGo
signals, (and the spread
of the signals through the rest of the basal
ganglia circuit) can learn to produce actions that are most likely to lead to reward in the long run. [Bayesian inference] |
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0 |
Frank; Learning and the Basal Ganglia |
156 |
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The same dopamine
reinforcement learning process can be extended to reinforce
cognitive actions that are essential intermediate steps, for example,
doing the arithmetic that is needed to achieve the longer-term goal of
preparing your taxes. [Stereotyped
motor programs] [FAPs] |
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0 |
Frank; Learning and the Basal Ganglia |
156 |
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Dopamine reinforcement learning process also punishes distracting thoughts
("What's for dinner?"), allowing you to stay
on task. |
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0 |
Frank; Learning and the Basal Ganglia |
156 |
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Dopamine reinforcement learning process enable complex cognitive working memory
operations, such as remembering figures as you
multiply them, to be executed more swiftly and
efficiently with practice. [Stereotyped motor programs] [FAPs] |
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0 |
Frank; Learning and the Basal Ganglia |
159 |
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Parkinson's disease offers one of the clearest instances of basal ganglia dysfunction, since
the loss of dopamine in the basal ganglia in Parkinson's is well understood. |
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3 |
Frank; Learning and the Basal Ganglia |
160 |
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It is often assumed that Parkinson's disease affects only motor function. Recent studies have confirmed that
Parkinson's is a complex neuropsychiatric
condition that clearly has cognitive effects. |
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1 |
Frank; Learning and the Basal Ganglia |
161 |
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In
attention-deficit/hyperactivity disorder (ADHD), neurobiological research has consistently implicated dopamine deficiency, and stimulant medications often used to treat ADHD, act by
directly increasing basal ganglia dopamine. |
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1 |
Frank; Learning and the Basal Ganglia |
162 |
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The majority of drugs of abuse act by hijacking the natural rewards
system. |
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1 |
Frank; Learning and the Basal Ganglia |
162 |
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When an addict
snorts cocaine or smokes a cigarette, he not only
experiences a drug-induced high ("reward"), but the
associated dopamine bursts act to further stamp these destructive behaviors into his brain so they are more likely to be
repeated. |
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0 |
Frank; Learning and the Basal Ganglia |
162 |
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Dopamine signals are primarily
associated with unexpected
rewards. |
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0 |
Frank; Learning and the Basal Ganglia |
162 |
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Normally, as people
come to expect a reward,
an adaptive process prevents
dopamine bursts from occurring when the reward is actually delivered. |
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Frank; Learning and the Basal Ganglia |
162 |
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Unfortunately, drugs of abuse bypass the circuitry
that would normally enable the discounting of expected rewards,
and directly elevate dopamine
levels. Consequently, maladapted
drug-taking behavior is continually
strengthened, making it particularly difficult to
override. This enhanced
stimulus-response learning also may explain the high
rate of relapse in recovering addicts who encounter cues associated with taking drugs. |
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Frank; Learning and the Basal Ganglia |
163 |
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Obsessive-compulsive disorder (OCD) people tend to repeat the
same behaviors again and again. |
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1 |
Frank; Learning and the Basal Ganglia |
164 |
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Higher order decisions and working
memory may involve a choice
between an action
directed by the basal ganglia's implicit learning
systems or a more elaborate conscious processing in the prefrontal areas of the brain, which can override the more primitive
basal ganglia system. |
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