1
|
Chen Y, Bai J, Shi N, Jiang Y, Chen X, Ku Y, Gao X. Intermodulation frequency components in steady-state visual evoked potentials: Generation, characteristics and applications. Neuroimage 2024; 303:120937. [PMID: 39550056 DOI: 10.1016/j.neuroimage.2024.120937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 11/07/2024] [Accepted: 11/14/2024] [Indexed: 11/18/2024] Open
Abstract
The steady-state visual evoked potentials (SSVEPs), evoked by dual-frequency or multi-frequency stimulation, likely contains intermodulation frequency components (IMs). Visual IMs are products of nonlinear integration of neural signals and can be evoked by various paradigms that induce neural interaction. IMs have demonstrated many interesting and important characteristics in cognitive psychology, clinical neuroscience, brain-computer interface and other fields, and possess substantial research potential. In this paper, we first review the definition of IMs and summarize the stimulation paradigms capable of inducing them, along with the possible neural origins of IMs. Subsequently, we describe the characteristics and derived applications of IMs in previous studies, and then introduced three signal processing methods favored by researchers to enhance the signal-to-noise ratio of IMs. Finally, we summarize the characteristics of IMs, and propose several potential future research directions related to IMs.
Collapse
Affiliation(s)
- Yuzhen Chen
- School of Biomedical Engineering, Tsinghua University, Beijing, China.
| | - Jiawen Bai
- School of Biomedical Engineering, Tsinghua University, Beijing, China.
| | - Nanlin Shi
- School of Biomedical Engineering, Tsinghua University, Beijing, China.
| | - Yunpeng Jiang
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China.
| | - Xiaogang Chen
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.
| | - Yixuan Ku
- Guangdong Provincial Key Laboratory of Brain Function and Disease, Center for Brain and Mental Well-Being, Department of Psychology, Sun Yat-sen University, Guangzhou, China.
| | - Xiaorong Gao
- School of Biomedical Engineering, Tsinghua University, Beijing, China.
| |
Collapse
|
2
|
Yang L, Sun Q, Van Hulle MM. Binocularly incongruent, multifrequency-coded SSVEP in VR: feasibility and characteristics. J Neural Eng 2024; 21:056013. [PMID: 39231466 DOI: 10.1088/1741-2552/ad775f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 09/04/2024] [Indexed: 09/06/2024]
Abstract
Objective.Steady-state visual evoked potentials (SSVEPs) in response to flickering stimuli are popular in brain-computer interfacing but their implementation in virtual reality (VR) offers new opportunities also for clinical applications. While traditional SSVEP target selection relies on single-frequency stimulation of both eyes simultaneously, further called congruent stimulation, recent studies attempted to improve the information transfer rate by using dual-frequency-coded SSVEP where each eye is presented with a stimulus flickering at a different frequency, further called incongruent stimulation. However, few studies have investigated incongruent multifrequency-coded SSVEP (MultiIncong-SSVEP).Approach.This paper reports on a systematical investigation of incongruent dual-, triple-, and quadruple-frequency-coded SSVEP for use in VR, several of which are entirely novel, and compares their performance with that of congruent dual-frequency-coded SSVEP.Main results.We were able to confirm the presence of a summation effect when comparing monocular- and binocular single-frequency congruent stimulation, and a suppression effect when comparing monocular- and binocular dual-frequency incongruent stimulation, as both tap into the binocular vision capabilities which, when hampered, could signal amblyopia.Significance.In sum, our findings not only evidence the potential of VR-based binocularly incongruent SSVEP but also underscore the importance of paradigm choice and decoder design to optimize system performance and user comfort.
Collapse
Affiliation(s)
- Liuyin Yang
- Laboratory for Neuro- & Psychophysiology, Department of Neurosciences, KU Leuven, B-3000 Leuven, Belgium
| | - Qiang Sun
- Laboratory for Neuro- & Psychophysiology, Department of Neurosciences, KU Leuven, B-3000 Leuven, Belgium
| | - Marc M Van Hulle
- Laboratory for Neuro- & Psychophysiology, Department of Neurosciences, KU Leuven, B-3000 Leuven, Belgium
| |
Collapse
|
3
|
Henao Isaza V, Cadavid Castro V, Salas Villa E, González Cuartas S, Ochoa JF. Unveiling Visual Physiology and Steady-State Evoked Potentials using Low-Cost and Transferable Electroencephalography for Evaluating Neuronal Activation. Int J Psychol Res (Medellin) 2024; 17:25-35. [PMID: 39927242 PMCID: PMC11804119 DOI: 10.21500/20112084.7299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 05/19/2024] [Accepted: 08/01/2024] [Indexed: 02/11/2025] Open
Abstract
Purpose The ability to see and process images depends on the function of the eyes and the processing of visual information by neurons in the cerebral cortex, something that could be measured through electroencephalography (EEG). Although the EEG is used to evaluate visual pathways in children and demyelination diseases, the limited utilization of brain recording techniques in other applications like therapy is primarily due to budget constraints. The goal of this paper is to demonstrate results from studying brain aspects of vision, utilizing measurements based on oscillatory activity analysis, low-cost, portable equipment, and a processing pipeline relying on Python's open-source libraries. These studies involve healthy subjects who wear glasses to assess changes in visual perception. Methods First, electroencephalographic signals were recorded while the subjects observed a visually standardized stimulus. The signals were processed and filtered to reduce artifacts, and the power spectral density (PSD) was calculated to observe the presence of steady-state visual potentials (VEP) to confirm the capture of neuronal activation to the visual stimulus. Results It was possible to establish a difference between subjects wearing and not wearing their glasses, allowing validation that the information acquired with the transferable equipment is adequate for the analysis of neuronal activity related to visual processing, opening the possibility to be used in future studies in therapy. Conclusion This study contributes to the development of cost-effective and portable EEG solutions for visual system analysis. It demonstrates the potential for applying transferable EEG devices in clinical settings and highlights the importance of tailored visual stimuli for reliable neural activation.
Collapse
Affiliation(s)
- Verónica Henao Isaza
- Grupo Neuropsicología y Conducta (GRUNECO), Facultad de Medicina, Universi dad de Antioquia, Calle 67 N 53-108, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaGrupo Neuropsicología y Conducta (GRUNECO)Facultad de MedicinaUniversi dad de AntioquiaMedellín050001AntioquiaColombia
- Semillero de Investigación Neurociencias Computacionales (NeuroCo), Facultad de Medicina & Facultad de Ingeniería, Universidad de Antioquia, Calle 67 N 53-108, Medellín, Colombia, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaSemillero de Investigación Neurociencias Computacionales (NeuroCo)Facultad de Medicina & Facultad de IngenieríaUniversidad de AntioquiaMedellín050001AntioquiaColombia
| | - Valeria Cadavid Castro
- Grupo Neuropsicología y Conducta (GRUNECO), Facultad de Medicina, Universi dad de Antioquia, Calle 67 N 53-108, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaGrupo Neuropsicología y Conducta (GRUNECO)Facultad de MedicinaUniversi dad de AntioquiaMedellín050001AntioquiaColombia
- Semillero de Investigación Neurociencias Computacionales (NeuroCo), Facultad de Medicina & Facultad de Ingeniería, Universidad de Antioquia, Calle 67 N 53-108, Medellín, Colombia, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaSemillero de Investigación Neurociencias Computacionales (NeuroCo)Facultad de Medicina & Facultad de IngenieríaUniversidad de AntioquiaMedellín050001AntioquiaColombia
| | - Eliana Salas Villa
- Grupo Neuropsicología y Conducta (GRUNECO), Facultad de Medicina, Universi dad de Antioquia, Calle 67 N 53-108, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaGrupo Neuropsicología y Conducta (GRUNECO)Facultad de MedicinaUniversi dad de AntioquiaMedellín050001AntioquiaColombia
- Semillero de Investigación Neurociencias Computacionales (NeuroCo), Facultad de Medicina & Facultad de Ingeniería, Universidad de Antioquia, Calle 67 N 53-108, Medellín, Colombia, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaSemillero de Investigación Neurociencias Computacionales (NeuroCo)Facultad de Medicina & Facultad de IngenieríaUniversidad de AntioquiaMedellín050001AntioquiaColombia
| | - Santiago González Cuartas
- Grupo Neuropsicología y Conducta (GRUNECO), Facultad de Medicina, Universi dad de Antioquia, Calle 67 N 53-108, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaGrupo Neuropsicología y Conducta (GRUNECO)Facultad de MedicinaUniversi dad de AntioquiaMedellín050001AntioquiaColombia
- Semillero de Investigación Neurociencias Computacionales (NeuroCo), Facultad de Medicina & Facultad de Ingeniería, Universidad de Antioquia, Calle 67 N 53-108, Medellín, Colombia, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaSemillero de Investigación Neurociencias Computacionales (NeuroCo)Facultad de Medicina & Facultad de IngenieríaUniversidad de AntioquiaMedellín050001AntioquiaColombia
| | - John Fredy Ochoa
- Grupo Neuropsicología y Conducta (GRUNECO), Facultad de Medicina, Universi dad de Antioquia, Calle 67 N 53-108, Medellín, 050001, Antioquia, Colombia.Universidad de AntioquiaGrupo Neuropsicología y Conducta (GRUNECO)Facultad de MedicinaUniversi dad de AntioquiaMedellín050001AntioquiaColombia
| |
Collapse
|
4
|
Lu Y, Zou L, Chen Y, Mao Y, Zhu J, Lin W, Wu D, Chen R, Qu J, Zhou J. Rapid Alternate Flicker Modulates Binocular Interaction in Adults With Abnormal Binocular Vision. Invest Ophthalmol Vis Sci 2023; 64:15. [PMID: 36786740 PMCID: PMC9932553 DOI: 10.1167/iovs.64.2.15] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023] Open
Abstract
Purpose The current understanding of binocular processing is primarily derived from static spatial visual perception: this leaves the role of temporal information unclear. In this study, we addressed this gap by testing the effect of alternating flicker on binocular information processing in adults with abnormal binocular vision. Our goal was to determine which temporal frequency optimally balanced input from both eyes. Methods We took measurements in four groups of human adults: 10 normal adults with the individual's nondominant eye covered by a 2% neutral density filter (aged 25.60 ± 1.43 years, experiment 1), 9 nonamblyopic anisometropes (aged 24.33 ± 1.66 years, experiment 2), 7 amblyopes (aged 26.5 ± 1.64 years, experiment 3), and 7 treated amblyopes (aged 24 ± 3.21 years, experiment 4). The balance point (BP), where participants' two eyes are equally effective, was measured using a binocular orientation combination task at four spatial frequencies (SFs; 0.5-4 c/d) and five temporal frequencies (TFs; baseline and 4, 7, 10, and 15 Hz). Its log transformation |logBP| was taken into further analysis. Results We observed clear U-shaped temporal tuning of the |logBP| for the entire range of TFs (that we measured: trough occurred at 7 Hz). This pattern occurred and was significant in all four groups (P < 0.001). In addition, the effect of SFs on |logBP| was significant in normal, amblyopic, and treated amblyopic groups (all P < 0.001) and was marginally significant in the nonamblyopic anisometropic group (P = 0.086). Conclusions Alternating flicker around 7 Hz may be the optimal temporal frequency for balancing eyes in human adults with binocular imbalance.
Collapse
Affiliation(s)
- Yiqiu Lu
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Liying Zou
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Yiya Chen
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Yu Mao
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Jinli Zhu
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Wenman Lin
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Dingqiang Wu
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Ruyin Chen
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| | - Jia Qu
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China,Oujiang Laboratory, Zhejiang Lab for Regenerative Medicine, Vision and Brain Health, Wenzhou, China
| | - Jiawei Zhou
- State Key Laboratory of Ophthalmology, Optometry and Visual Science and National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
5
|
Eisen-Enosh A, Farah N, Polat U, Mandel Y. Temporal synchronization elicits enhancement of binocular vision functions. iScience 2023; 26:105960. [PMID: 36718367 PMCID: PMC9883208 DOI: 10.1016/j.isci.2023.105960] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 12/01/2022] [Accepted: 01/06/2023] [Indexed: 01/13/2023] Open
Abstract
Integration of information over the CNS is an important neural process that affects our ability to perceive and react to the environment. The visual system is required to continuously integrate information arriving from two different sources (the eyes) to create a coherent percept with high spatiotemporal precision. Although this neural integration of information is assumed to be critical for visual performance, it can be impaired under some pathological or developmental conditions. Here we took advantage of a unique developmental condition, amblyopia ("lazy eye"), which is characterized by an impaired temporal synchronization between the two eyes, to meticulously study the effect of synchronization on the integration of binocular visual information. We measured the eyes' asynchrony and compensated for it (with millisecond temporal resolution) by providing time-shifted stimuli to the eyes. We found that the re-synchronization of the ocular input elicited a significant improvement in visual functions, and binocular functions, such as binocular summation and stereopsis, were regained. This phenomenon was also evident in neurophysiological measures. Our results can shed light on other neural processing aspects and might also have translational relevance for the field of training, rehabilitation, and perceptual learning.
Collapse
Affiliation(s)
- Auria Eisen-Enosh
- School of Optometry and Vision Science, Bar-Ilan University, Ramat-Gan, Israel
| | - Nairouz Farah
- School of Optometry and Vision Science, Bar-Ilan University, Ramat-Gan, Israel
| | - Uri Polat
- School of Optometry and Vision Science, Bar-Ilan University, Ramat-Gan, Israel
| | - Yossi Mandel
- School of Optometry and Vision Science, Bar-Ilan University, Ramat-Gan, Israel,Institute for Nanotechnology and Advanced Materials (BINA), Bar-Ilan University, Ramat Gan, Israel,The Leslie and Susan Gonda (Goldschmied) Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel,Corresponding author
| |
Collapse
|
6
|
Wang X, Song Y, Liao M, Hess RF, Liu L, Reynaud A. Interocular Transfer: The Dichoptic Flash-Lag Effect in Controls and Amblyopes. Invest Ophthalmol Vis Sci 2022; 63:2. [PMID: 35917133 PMCID: PMC9358296 DOI: 10.1167/iovs.63.9.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Purpose The mammalian brain can take into account the neural delays in visual information transmission from the retina to the cortex when accurately localizing the instantaneous position of moving objects by motion extrapolation. In this study, we wanted to investigate whether such extrapolation mechanism operates in a comparable fashion between the eyes in normally sighted and amblyopic observers. Methods To measure interocular extrapolation, we adapted a dichoptic version of the flash-lag effect (FLE) paradigm, in which a flashed bar is perceived to lag behind a moving bar when their two positions are physically aligned. Twelve adult subjects with amblyopia and 12 healthy controls participated in the experiment. We measured the FLE magnitude of the subjects under binocular, monocular, and dichoptic conditions. Results In controls, the FLE magnitude of binocular condition was significantly smaller than that of monocular conditions (P ≤ 0.023), but there was no difference between monocular and dichoptic conditions. Subject with amblyopia exhibited a smaller FLE magnitude in the dichoptic condition when the moving bar was presented to the amblyopic eye and the flash to the fellow eye (DA condition) compared to the opposite way around (DF condition), consistent with a delay in the processing of the amblyopic eye (P = 0.041). Conclusions Our observations confirm that trajectory extrapolation mechanisms transfer between the eyes of normal observers. However, such transfer may be impaired in amblyopia. The smaller FLE magnitude in DA compared to DF in patients with amblyopia could be due to an interocular delay in the amblyopic visual system. The observation that normal controls present a smaller FLE in binocular conditions raises the question whether a larger FLE is or is not an indicator of better motion processing and extrapolation.
Collapse
Affiliation(s)
- Xi Wang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yutong Song
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Meng Liao
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Robert F Hess
- McGill Vision Research Unit, Department of Ophthalmology & Visual Sciences, McGill University, Montreal, Quebec, Canada
| | - Longqian Liu
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Alexandre Reynaud
- McGill Vision Research Unit, Department of Ophthalmology & Visual Sciences, McGill University, Montreal, Quebec, Canada
| |
Collapse
|
7
|
Min SH, Mao Y, Chen S, Hess RF, Zhou J. Modulation of mean luminance improves binocular balance across spatial frequencies in amblyopia. iScience 2022; 25:104598. [PMID: 35789838 PMCID: PMC9249912 DOI: 10.1016/j.isci.2022.104598] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/06/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022] Open
Abstract
Amblyopia is a visual impairment that perturbs binocular balance at high spatial frequencies in favor of the fellow eye. Studies reveal that amblyopes who had been treated with monocular therapies still show imbalance. Binocular balance is achieved when both eyes’ inputs are weighed equally. A reduced light can diminish the dimmed eye's weight in binocular combination. In this study, we examined if binocular balance across spatial frequencies could be improved by reducing the luminance of the fellow eye in adult amblyopes. By doing so, we relieved their binocular imbalance across spatial frequencies. Also, normal observers showed amblyopic binocular imbalance when the dominant eye’s light level was dimmed. Therefore, reducing the luminance in the unaffected eye in amblyopia mitigated the binocular imbalance, whereas doing so in normal adults simulated the amblyopic imbalance across spatial frequencies. Binocular balance is impaired in amblyopia Reduced luminance of the fellow eye can improve it across spatial frequencies in amblyopia Reduced luminance of one eye from normal observers simulates amblyopic imbalance
Collapse
Affiliation(s)
- Seung Hyun Min
- School of Ophthalmology and Optometry, Affiliated Eye Hospital, State Key Laboratory of Ophthalmology, Optometry and Vision Science, Wenzhou Medical University, Wenzhou, Zhejiang, China
- McGill Vision Research, Department of Ophthalmology and Visual Sciences, McGill University, Montreal, QC, Canada
| | - Yu Mao
- School of Ophthalmology and Optometry, Affiliated Eye Hospital, State Key Laboratory of Ophthalmology, Optometry and Vision Science, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Shijia Chen
- School of Ophthalmology and Optometry, Affiliated Eye Hospital, State Key Laboratory of Ophthalmology, Optometry and Vision Science, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Robert F. Hess
- McGill Vision Research, Department of Ophthalmology and Visual Sciences, McGill University, Montreal, QC, Canada
| | - Jiawei Zhou
- School of Ophthalmology and Optometry, Affiliated Eye Hospital, State Key Laboratory of Ophthalmology, Optometry and Vision Science, Wenzhou Medical University, Wenzhou, Zhejiang, China
- Corresponding author
| |
Collapse
|
8
|
Interocular Phase Disparity Tuning of Binocular Contrast Summation Depends on Carrier Spatial Frequency and Orientation. Optom Vis Sci 2022; 99:547-559. [PMID: 35413025 DOI: 10.1097/opx.0000000000001907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
SIGNIFICANCE Binocular summation is a sensitive metric of binocular integration. As such, characterization of the mechanisms underlying binocular summation is a key step in translating and applying this knowledge to abnormal binocular systems afflicted with strabismus and amblyopia. PURPOSE Computational models of binocular summation have advocated the operation of mechanisms sensitive to the interocular phase disparity of first order carrier gratings. This study investigated if such generalization depended on carrier spatial frequency and orientation. METHODS Monocular and binocular contrast detection thresholds were measured in nine observers with normal binocular vision. Stimuli comprised Gabor targets presented with one of three spatial frequencies (1, 3, and 9 cpd), two orientations (horizontal and vertical) and five interocular phase disparities (0, +/- pi/2, +/- pi radians). Horizontal and vertical fixation disparities were measured for each binocular threshold condition. Binocular summation ratios (BSR) were computed by dividing the mean monocular detection threshold by the respective binocular detection threshold. RESULTS BSR varied significantly with interocular phase disparity for the 1 cpd and 3 cpd horizontal and vertical gratings. Phase dependency was reduced with the 9 cpd horizontal grating, and absent for the 9 cpd vertical grating, even though BSR exceeded predictions of probability summation. Computational modelling that incorporated the variability of fixation disparity into a vector summation model, predicted a reduction in peak BSR with increasing carrier spatial frequency, but did not account for the reduction of phase sensitivity noted with the 9 cpd stimulus. CONCLUSIONS Binocular summation magnitude is less dependent on interocular phase disparities as carrier spatial frequencies exceed 3 cpd, especially with vertical gratings. While vergence variability due to fixation disparities contribute to the overall reduction in binocular summation magnitude with increasing carrier spatial frequency; however, it does not provide a complete account for the lack of interocular phase disparity tuning noted with high grating spatial frequencies.
Collapse
|
9
|
Mahmood M, Kim N, Mahmood M, Kim H, Kim H, Rodeheaver N, Sang M, Yu KJ, Yeo WH. VR-enabled portable brain-computer interfaces via wireless soft bioelectronics. Biosens Bioelectron 2022; 210:114333. [DOI: 10.1016/j.bios.2022.114333] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 04/19/2022] [Accepted: 04/26/2022] [Indexed: 11/02/2022]
|
10
|
Wang X, Liao M, Song Y, Liu L, Reynaud A. Delayed Correction for Extrapolation in Amblyopia. Invest Ophthalmol Vis Sci 2021; 62:20. [PMID: 34932060 PMCID: PMC8711015 DOI: 10.1167/iovs.62.15.20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Purpose It has been suggested that amblyopes present impaired motion extrapolation mechanisms. In this study, we used the flash grab effect (FGE), the illusory mislocalization of a briefly flashed stimulus in the direction of a reversing moving background, to investigate whether the amblyopic visual system can correct overextrapolation. Methods Thirteen amblyopes and 13 control subjects participated in the experiment. We measured the monocular FGE magnitude for each subject. Two spatial frequency (2 and 8 cycles), two texture configurations (square wave or sine wave), and two speed conditions (270 degrees/s and 67.5 degrees/s) were tested. In addition, control subjects were further tested in reduced luminance conditions. Results Compared with controls, amblyopes exhibited a larger FGE magnitude both in their fellow eye (FE) and amblyopic eye (AE). The FGE magnitude of their AE was significantly larger than that of the FE. In a control experiment, we observed that the FGE magnitude increases with the decreasing of the luminance. The FGE magnitude of amblyopes fall into the same range as that of controls under reduced luminance conditions. Conclusions We observed a lager FGE in patients with amblyopia, which indicates that the amblyopic visual system does not accurately correct the overextrapolation when a moving object abruptly reverses its direction. This spatiotemporal processing deficit could be ascribed to delayed visual processing in the amblyopic visual system.
Collapse
Affiliation(s)
- Xi Wang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Meng Liao
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yutong Song
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Longqian Liu
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Alexandre Reynaud
- McGill Vision Research Unit, Department of Ophthalmology & Visual Sciences, McGill University, Montreal, Quebec, Canada
| |
Collapse
|
11
|
Gong L, Min SH, Chen S, Wei J, Kong D, Tao C, Zhang P, Huang PC, Zhou J. Reduced Monocular Luminance Increases Monocular Temporal Synchrony Threshold in Human Adults. Invest Ophthalmol Vis Sci 2020; 61:1. [PMID: 32609295 PMCID: PMC7425744 DOI: 10.1167/iovs.61.8.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose The purpose of this study was to present our investigation of the influence of reduced monocular luminance on monocular and dichoptic temporal synchrony processing in healthy adults. Methods Ten adults with normal or corrected to normal visual acuity participated in our psychophysical study. The temporal synchrony threshold in dichoptic (experiment 1), monocular (experiment 2), and binocular (experiment 3) viewing configurations was obtained from each observer. Four flickering Gaussian dots (one synchronous and one asynchronous pair of two dots) were displayed, from which the observers were asked to identify the asynchronous pair. The temporal phase lag in the signal pair (asynchronous) but not in the reference pair (synchronous) was varied. In addition, a neutral density (ND) filter of various intensities (1.3 and 2.0 log units) was placed before the dominant eye throughout the behavioral measurement. In the end, dichoptic, monocular, and binocular thresholds were measured for each observer. Results With decreasing monocular luminance, the dichoptic threshold (2 ND vs. 0 ND, P < 0.001; 2 ND vs. 1.3 ND P = 0.001) and monocular threshold (2 ND vs. 0 ND, P < 0.001; 2 ND vs. 1.3 ND, P = 0.003) increased; however, the bincoular threshold remained unaffected (P = 0.576). Conclusions Reduced luminance induces delay and disturbs the discrimination of temporal synchrony. Our findings have clinical implications in visual disorders.
Collapse
|
12
|
Nguyen KT, Liang WK, Muggleton NG, Huang NE, Juan CH. Human visual steady-state responses to amplitude-modulated flicker: Latency measurement. J Vis 2019; 19:14. [PMID: 31845974 DOI: 10.1167/19.14.14] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The response latency of steady-state visually evoked potentials (SSVEPs) is a sensitive measurement for investigating visual functioning of the human brain, specifically in visual development and for clinical evaluation. This latency can be measured from the slope of phase versus frequency of responses by using multiple frequencies of stimuli. In an attempt to provide an alternative measurement of this latency, this study utilized an envelope response of SSVEPs elicited by amplitude-modulated visual stimulation and then compared with the envelope of the generating signal, which was recorded simultaneously with the electroencephalography recordings. The advantage of this measurement is that it successfully estimates the response latency based on the physiological envelope in the entire waveform. Results showed the response latency at the occipital lobe (Oz channel) was approximately 104.55 ms for binocular stimulation, 97.14 ms for the dominant eye, and 104.75 ms for the nondominant eye with no significant difference between these stimulations. Importantly, the response latency at frontal channels (125.84 ms) was significantly longer than that at occipital channels (104.11 ms) during binocular stimulation. Together with strong activation of the source envelope at occipital cortex, these findings support the idea of a feedforward process, with the visual stimuli propagating originally from occipital cortex to anterior cortex. In sum, these findings offer a novel method for future studies in measuring visual response latencies and also potentially shed a new light on understanding of how long collective neural activities take to travel in the human brain.
Collapse
Affiliation(s)
- Kien Trong Nguyen
- Institute of Cognitive Neuroscience, National Central University, Taiwan
| | - Wei-Kuang Liang
- Institute of Cognitive Neuroscience, National Central University, Taiwan.,Brain Research Center, National Central University, Taiwan
| | - Neil G Muggleton
- Institute of Cognitive Neuroscience, National Central University, Taiwan.,Brain Research Center, National Central University, Taiwan.,Institute of Cognitive Neuroscience, University College London, London, UK.,Department of Psychology, Goldsmiths, University of London, London, UK
| | - Norden E Huang
- Brain Research Center, National Central University, Taiwan.,Data Analysis and Application Laboratory, The First Institute of Oceanography, Qingdao, China.,Pilot National Laboratory of Marine Science and Technology, Qingdao, China
| | - Chi-Hung Juan
- Institute of Cognitive Neuroscience, National Central University, Taiwan.,Brain Research Center, National Central University, Taiwan
| |
Collapse
|
13
|
Objective and quantitative assessment of interocular suppression in strabismic amblyopia based on steady-state motion visual evoked potentials. Vision Res 2019; 164:44-52. [DOI: 10.1016/j.visres.2019.07.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 07/16/2019] [Accepted: 07/16/2019] [Indexed: 11/19/2022]
|
14
|
Golubitsky M, Zhao Y, Wang Y, Lu ZL. Symmetry of generalized rivalry network models determines patterns of interocular grouping in four-location binocular rivalry. J Neurophysiol 2019; 122:1989-1999. [PMID: 31533006 DOI: 10.1152/jn.00438.2019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Previously, symmetry of network models has been proposed to account for interocular grouping during binocular rivalry. Here, we construct and analyze generalized rivalry network models with different types of symmetry (based on different kinds of excitatory coupling) to derive predictions of possible perceptual states in 12 experiments with four retinal locations. Percepts in binocular rivalry involving more than three locations have not been empirically investigated due to the difficulty in reporting simultaneous percepts at multiple locations. Here, we develop a novel reporting procedure in which the stimulus disappears when the subject is cued to report the simultaneously perceived colors in all four retinal locations. This procedure ensures that simultaneous rather than sequential percepts are reported. The procedure was applied in 12 experiments with six binocular rivalry stimulus configurations, all consisting of dichoptic displays of red and green squares at four locations. We call configurations with an even or odd number of red squares even or odd configurations, respectively. In experiments using even stimulus configurations, we found that even percepts were more frequently observed than odd percepts, whereas in experiments using odd stimulus configurations even and odd percepts were observed with equal probability. The generalized rivalry network models in which couplings depend on stimulus features and spatial configurations was in better agreement with the empirical results. We conclude that the excitatory coupling strength in the horizontal and vertical configurations are different and the coupling strengths between the same color and between different colors are different.NEW & NOTEWORTHY Wilson network models of interocular groupings during binocular rivalry are constructed by considering features that indicate equal coupling strengths. Network symmetries, based on equal couplings, predict percepts. For a four-location rivalry experiment with red or green squares at each location, we analyze different possible Wilson networks. In our experiments we develop a novel reporting procedure and show that networks in which stimulus features and spatial configurations are distinguished best agree with experiments.
Collapse
Affiliation(s)
- Martin Golubitsky
- Department of Mathematics, The Ohio State University, Columbus, Ohio
| | - Yukai Zhao
- Department of Psychology, The Ohio State University, Columbus, Ohio
| | - Yunjiao Wang
- Department of Mathematics, Texas Southern University, Houston, Texas
| | - Zhong-Lin Lu
- Division of Arts and Sciences, NYU Shanghai, Shanghai, China.,Center for Neural Science and Department of Psychology, New York University, New York, New York.,NYU-ECNU Institute of Brain and Cognitive Neuroscience, Shanghai, China
| |
Collapse
|
15
|
Richard B, Hansen BC, Johnson AP, Shafto P. Spatial summation of broadband contrast. J Vis 2019; 19:16. [PMID: 31100132 DOI: 10.1167/19.5.16] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Spatial summation of luminance contrast signals has historically been psychophysically measured with stimuli isolated in spatial frequency (i.e., narrowband). Here, we revisit the study of spatial summation with noise patterns that contain the naturalistic 1/fα distribution of contrast across spatial frequency. We measured amplitude spectrum slope (α) discrimination thresholds and verified if sensitivity to α improved according to stimulus size. Discrimination thresholds did decrease with an increase in stimulus size. These data were modeled with a summation model originally designed for narrowband stimuli (i.e., single detecting channel; Baker & Meese, 2011; Meese & Baker, 2011) that we modified to include summation across multiple-differently tuned-spatial frequency channels. To fit our data, contrast gain control weights had to be inversely related to spatial frequency (1/f); thus low spatial frequencies received significantly more divisive inhibition than higher spatial frequencies, which is a similar finding to previous models of broadband contrast perception (Haun & Essock, 2010; Haun & Peli, 2013). We found summation across spatial frequency channels to occur prior to summation across space, channel summation was near linear and summation across space was nonlinear. Our analysis demonstrates that classical psychophysical models can be adapted to computationally define visual mechanisms under broadband visual input, with the adapted models offering novel insight on the integration of signals across channels and space.
Collapse
Affiliation(s)
- Bruno Richard
- Department of Mathematics and Computer Science, Rutgers University, Newark, NJ, USA
| | - Bruce C Hansen
- Department of Psychological and Brain Sciences, Neuroscience Program, Colgate University, Hamilton, NY, USA
| | - Aaron P Johnson
- Department of Psychology, Concordia University, Montreal, Quebec, Canada
| | - Patrick Shafto
- Department of Mathematics and Computer Science, Rutgers University, Newark, NJ, USA
| |
Collapse
|
16
|
Baker DH, Lygo FA, Meese TS, Georgeson MA. Binocular summation revisited: Beyond √2. Psychol Bull 2018; 144:1186-1199. [PMID: 30102058 PMCID: PMC6195301 DOI: 10.1037/bul0000163] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 05/10/2018] [Accepted: 05/11/2018] [Indexed: 12/02/2022]
Abstract
Our ability to detect faint images is better with two eyes than with one, but how great is this improvement? A meta-analysis of 65 studies published across more than 5 decades shows definitively that psychophysical binocular summation (the ratio of binocular to monocular contrast sensitivity) is significantly greater than the canonical value of √2. Several methodological factors were also found to affect summation estimates. Binocular summation was significantly affected by both the spatial and temporal frequency of the stimulus, and stimulus speed (the ratio of temporal to spatial frequency) systematically predicts summation levels, with slow speeds (high spatial and low temporal frequencies) producing the strongest summation. We furthermore show that empirical summation estimates are affected by the ratio of monocular sensitivities, which varies across individuals, and is abnormal in visual disorders such as amblyopia. A simple modeling framework is presented to interpret the results of summation experiments. In combination with the empirical results, this model suggests that there is no single value for binocular summation, but instead that summation ratios depend on methodological factors that influence the strength of a nonlinearity occurring early in the visual pathway, before binocular combination of signals. Best practice methodological guidelines are proposed for obtaining accurate estimates of neural summation in future studies, including those involving patient groups with impaired binocular vision. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
Collapse
|