Abstract
Visual Evoked Potentials (VEPs) are brain signals generated in response to visual stimuli which are used in the diagnosis of neuro-ophthalmic disorders and the development of brain computer interfaces (BCI). When a pattern-reversal stimulus is delivered at low rates, the acquired transient VEP response (VEPtr) represents the activation of neural structures in the visual pathway. For stimulation rates above six reversals per second (rps), response overlapping occurs and steady state responses are formed (VEPss). This study investigates VEP adaptation by deconvolving responses to temporally jittered stimuli at high rates. VEPs were obtained from normal subjects stimulated with a LED based pattern reversal stimulator delivering three steady-state (1.63, 8.14 and 13.02 rps) and two low-jitter (8.14 and 13.02 mean rps) sequences. Using the Continuous Loop Averaging Deconvolution (CLAD) method VEPtrs were extracted from the jittered responses. To verify the quality of the deconvolution process, the high-rate isochronic VEPss were compared with a synthetic response estimated with the VEPtr. Consistent VEPs (P100-N135) were obtained from all subjects at all rates. At high rates, latencies were slightly shorter while amplitudes were reduced differentially for P100 (80%) and N135 (20%). Models constructed using VEPtr, reliably predicted 8rps and 13rps VEPss confirming high SNR obtained in BCI applications.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013 |
| Pages | 31-32 |
| Number of pages | 2 |
| DOIs | |
| State | Published - Aug 5 2013 |
| Event | 29th Southern Biomedical Engineering Conference, SBEC 2013 - Miami, FL, United States Duration: May 3 2013 → May 5 2013 |
Other
| Other | 29th Southern Biomedical Engineering Conference, SBEC 2013 |
|---|---|
| Country | United States |
| City | Miami, FL |
| Period | 5/3/13 → 5/5/13 |
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ASJC Scopus subject areas
- Biomedical Engineering
Cite this
Deconvolution and modeling of overlapping visual evoked potentials. / Bohorquez, Jorge; Lozano, Sebastian; Kao, Alexander; Toft-Nielsen, Jonathon; Ozdamar, Ozcan.
Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013. 2013. p. 31-32 6525661.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Deconvolution and modeling of overlapping visual evoked potentials
AU - Bohorquez, Jorge
AU - Lozano, Sebastian
AU - Kao, Alexander
AU - Toft-Nielsen, Jonathon
AU - Ozdamar, Ozcan
PY - 2013/8/5
Y1 - 2013/8/5
N2 - Visual Evoked Potentials (VEPs) are brain signals generated in response to visual stimuli which are used in the diagnosis of neuro-ophthalmic disorders and the development of brain computer interfaces (BCI). When a pattern-reversal stimulus is delivered at low rates, the acquired transient VEP response (VEPtr) represents the activation of neural structures in the visual pathway. For stimulation rates above six reversals per second (rps), response overlapping occurs and steady state responses are formed (VEPss). This study investigates VEP adaptation by deconvolving responses to temporally jittered stimuli at high rates. VEPs were obtained from normal subjects stimulated with a LED based pattern reversal stimulator delivering three steady-state (1.63, 8.14 and 13.02 rps) and two low-jitter (8.14 and 13.02 mean rps) sequences. Using the Continuous Loop Averaging Deconvolution (CLAD) method VEPtrs were extracted from the jittered responses. To verify the quality of the deconvolution process, the high-rate isochronic VEPss were compared with a synthetic response estimated with the VEPtr. Consistent VEPs (P100-N135) were obtained from all subjects at all rates. At high rates, latencies were slightly shorter while amplitudes were reduced differentially for P100 (80%) and N135 (20%). Models constructed using VEPtr, reliably predicted 8rps and 13rps VEPss confirming high SNR obtained in BCI applications.
AB - Visual Evoked Potentials (VEPs) are brain signals generated in response to visual stimuli which are used in the diagnosis of neuro-ophthalmic disorders and the development of brain computer interfaces (BCI). When a pattern-reversal stimulus is delivered at low rates, the acquired transient VEP response (VEPtr) represents the activation of neural structures in the visual pathway. For stimulation rates above six reversals per second (rps), response overlapping occurs and steady state responses are formed (VEPss). This study investigates VEP adaptation by deconvolving responses to temporally jittered stimuli at high rates. VEPs were obtained from normal subjects stimulated with a LED based pattern reversal stimulator delivering three steady-state (1.63, 8.14 and 13.02 rps) and two low-jitter (8.14 and 13.02 mean rps) sequences. Using the Continuous Loop Averaging Deconvolution (CLAD) method VEPtrs were extracted from the jittered responses. To verify the quality of the deconvolution process, the high-rate isochronic VEPss were compared with a synthetic response estimated with the VEPtr. Consistent VEPs (P100-N135) were obtained from all subjects at all rates. At high rates, latencies were slightly shorter while amplitudes were reduced differentially for P100 (80%) and N135 (20%). Models constructed using VEPtr, reliably predicted 8rps and 13rps VEPss confirming high SNR obtained in BCI applications.
UR - http://www.scopus.com/inward/record.url?scp=84880907766&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84880907766&partnerID=8YFLogxK
U2 - 10.1109/SBEC.2013.24
DO - 10.1109/SBEC.2013.24
M3 - Conference contribution
AN - SCOPUS:84880907766
SN - 9780769550329
SP - 31
EP - 32
BT - Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013
ER -