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| Encoding
of Depth in Parietal Reach Region (PRR)
Rajan Bhattacharyya, Richard Andersen
Technological
developments in the past decade have accelerated the pace of research
in brain computer interfaces. Multiple research groups across the country
are pursuing this area of research as a possible solution to spinal
cord injury. The Andersen lab at Caltech specializes in studying brain
areas in the parietal cortex, which is associated with vision and motor
planning, and in particular the Parietal Reach Region (PRR) which encodes
the plan for the next intended reach movement, which is markedly different
than the approach taken by other research groups which are using the
motor cortex as the source of control signal. The Cortical Prosthetic
Project at the Andersen lab has multiple research areas, including the
development of an implantable chip to read signals from the parietal
cortex, development of computational models for the neural signals involved,
development of an online decoding algorithm for the intended movements,
and finally the implementation of the real time control of a robotic
arm through a brain computer interface.
This project seeks to investigate the encoding of depth by PRR neurons
by carrying out experiments that in essence characterize the system.
The first experiment will involve training non-human primates to maintain
fixed eye positions while reaching to targets at various locations in
three dimensional space. The second experiment will have the primates
vary eye positions, however maintain fixed reach locations. Subsequently,
we will investigate the neural mechanism by which PRR neurons encode
the intended three dimensional reach location and develop a computational
model to simulate the process. Lastly, we will augment the online decoding
algorithm that is under development to decode PRR signals from implanted
arrays in non human primates to control a robotic arm in real time to
make reaches to locations in three dimensional space. (full
report)
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| Reward
Expectancy in Dorsomedial Frontal Cortex
of the Macaque Monkey
M. Campos, B. Breznen, and R. A. Andersen
We recorded
neural activity from the dorsomedial frontal cortex of two macaque monkeys
during the performance of memory guided and object based saccade tasks.
Target locations in both tasks were identical, and event defined intervals
could be readily compared across tasks. In about 75% of the recorded
neurons we observed a burst of activity during the interval following
the instructed saccade in both tasks. The majority (65%) of these neurons
also showed a shift in the onset time of this burst from one task to
the other. The burst occurred immediately after the target-acquiring
saccade in the object based task, but with a ~250ms delay in the memory
guided task. The timing of the burst corresponded to the appearance
of the visual feedback that indicated to the monkey that he successfully
completed the task. Furthermore, in successful trials the burst terminated
with the delivery of the reward, but in error trials, in which the monkey
attempted the proper saccade but was not rewarded, the burst was sustained
for up to 2 seconds. We interpret these results to mean that the burst
activity in these cells reflects an expectation of a reward, and that
it persists until the reward is obtained.
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| The
Involvement of the Anterior Cingulate Cortex in Novelty
Han C.J., Anderson D.J., & Koch, C.
The activation of
the anterior cingulate cortex was previously shown to correlate with
novelty detection. However, whether the anterior cingulate cortex is
necessary to novelty detection is unclear. We set up a novelty object
paradigm in mice. Mice were brought to the testing room in their home
cage. A group of mice received a novel object (a corning 15 ml tube),
a group received the same procedure including lifting the cage lid but
not the object, and a group received nothing. We showed that the novel
object readily induces the exploratory behaviors of the mouse directed
towards the novel object, and cage lid lifting induces general exploratory
behaviors. The sum of time that the group receiving the novel object
and the group receiving the lid lifting spend in exploratory behaviors
are equal, but the exploratory behaviors in the group that received
the novel object are mostly directly to the object. c-fos mRNA was used
as a surrogate marker to detect neuronal activation by in situ hybridization
on brains from each group. Animals from each of the three groups were
sacrificed 30 minutes after the first exposure of the stimulus. We discovered
that there are more c-fos positive cells in the anterior cingulate cortex
of the brain that received the novel object, compared with the other
two groups. To answer the question whether the anterior cingulate cortex
is necessary for novelty detection, a group of mice received excitotoxic
lesions of the anterior cingulate cortex and another group received
sham surgery. Behavioral experiments and analyses are being conducted
to determine whether the lesions to the anterior cingulate cortex cause
any exploratory behavioral changes directed to the novel object.
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| Decoding
Neuroprosthetic Control Signals from Human Parietal Cortex
Daniel Rizzuto, Richard Andersen
Recent
work in macaques has shown that different areas of posterior parietal
cortex are specialized for planning hand and eye movements (1; 2), and
that it is possible to use recordings from these areas to predict the
direction of the planned movement (3). Preliminary studies from our
group have taken the first step toward identifying the human homologue
of the macaque parietal reach region (PRR), which is responsible for
planning hand movements (4). However, it is still unknown if neural
activity in human PRR exhibits the same spectral characteristics as
that in the macaque. To address this question we are working with human
participants who have chronically implanted electrodes placed on the
surface of cortex and within deep brain regions, often in partial cortex.
Recording taken from these participants while they execute delayed reaches
allow us to acquire high signal-to-noise intracranial EEG (iEEG) activity
from cortical areas during motor planning. Analysis of this neural activity
is aimed at determining which properties of the signal can be used to
decode and predict planned movement.
Additionally, in order for human PRR to serve as a substrate for neuroprosthetic
control signals it must be resistant to pathological reorganization
after cortico-spinal tract (CST) injury, an issue which is still a matter
of debate. To address this, we have begun using fMRI to examine differences
in motor planning activity in quadriplegic patients compared to normal
participants. This comparison will allow us to see to what degree the
activity in these areas degenerates after CST injury. The results of
these studies will provide an assessment of the feasibility of using
PRR recordings in patients with CST injury to control a prosthetic device.(full
report)
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