人工视网膜假体视觉下图像信息优化策略及其认知机制研究
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1.An infrared image-enhancement algorithm in simulated prosthetic vision: Enlarging working environment of future retinal prostheses
- 关键词:
- dual-mode camera; infrared image-processing algorithm; retinalprosthesis; simulated prosthetic vision;ARTIFICIAL VISION; OBJECT RECOGNITION; PERFORMANCE; STRATEGIES;CHARACTERS; IMPLANTS; MODEL
- Liang, Junling;Li, Heng;Chen, Jianpin;Zhai, Zhenzhen;Wang, Jing;Di, Liqing;Chai, Xinyu
- 《ARTIFICIAL ORGANS》
- 2022年
- 46卷
- 11期
- 期刊
Background Most existing retinal prostheses contain a built-in visible-light camera module that captures images of the surrounding environment. Thus, in case of insufficient or lack of visible light, the camera fails to work, and the retinal prostheses enter a dormant or "OFF" state. A simple and effective solution is replacing the visible-light camera with a dual-mode camera. The present research aimed to achieve two main purposes: (1) to explore whether the dual-mode camera in prosthesis recipients works under no visible-light conditions and (2) to assess its performance. Methods To accomplish these aims, we enrolled subjects in a psychophysical experiment under simulated prosthetic vision conditions. We found that the subjects could complete some simple visual tasks, but the recognition performance under the infrared mode was significantly inferior to that under the visible-light mode. These results inspired us to develop and propose a feasible infrared image-enhancement processing algorithm. Another psychophysical experiment was performed to verify the feasibility of the algorithm. Results The obtained results showed that the average efficiency of the subjects completing visual tasks using our enhancement algorithm (0.014 +/- 0.001) was significantly higher (p < 0.001) than that of subjects using direct pixelization (0.007 +/- 0.001). Conclusions We concluded that a dual-mode camera could be a feasible solution to improving the performance of retinal prostheses as the camera adapted better to the specific existing ambient light conditions. Dual-mode cameras combined with this infrared image-enhancement algorithm could provide a promising direction for the design of future retinal prostheses.
...2.Global salient object detection based on multiple visual features
- ZY Li;H Li;XY Chai;
- 0年
- 卷
- 期
- 期刊
3.Objective neuromodulation basis for intrafascicular artificial somatosensation through carbon nanotube yarn electrodes
- 《JOURNAL OF NEUROSCIENCE METHODS》
- 2022年
- 369卷
- 期
- 期刊
Background: Intrafascicular electrical stimulation has been extensively adopted to achieve sensory feedback for limb amputees. Axon-like carbon nanotube yarn (CNTy) electrodes with both promising flexibility and spatial selectivity index (SSI) can be fascinating alternatives to generate artificial somatosensation. New method: Here we systematically disclose objective neuromodulation basis for artificial somatosensation through intrafascicular CNTy electrodes. CNTy electrodes with different exposed lengths were utilized for electrically stimulating tibial nerves in twelve rats. Somatosensory evoked potentials (SEPs) were recorded synchronously using an epidural thirty-channel electrode array. Spatiotemporal characteristics of SEPs were analyzed as current pulse amplitude (PA), pulse width (PW) and pulse frequency (PF) varied. Results: The current thresholds at 1 Hz exhibit the lowest means when compared with those at 4 and 8 Hz for most CNTy electrodes (20/28). For all the electrodes, amplitudes of SEPs and activated areas of perceptive fields increase with PWs and PAs rising, and decrease remarkably with PFs from 1 to 8 Hz. Latencies of P1 and N1 of SEP peaks gradually reduced with PWs and PAs advancing. Considering high SSIs, relatively stable current thresholds, wider variation ranges of sensory magnitudes and optimal stability of perceptive fields, the L-200 mu m electrodes are preferable for neuromodulation with PFs of 1 - 8 Hz, PWs of 100 - 800 mu s and PAs of 2 - 64 mu A. Comparison with existing methods: New-type CNTy electrodes possess both promising flexibility and SSI when compared with other neural interfaces. We systematically explore objective neuromodulation basis for artificial somatosensation through CNTy electrodes for the first time. Conclusions: Significantly higher SSIs, lower current and charge thresholds exist for CNTy electrodes in comparison with other peripheral-nerve interfaces. This study can, for the first time, lay a solid neuromodulation foundation for CNTy electrodes to achieve fine sensory feedback.
...4.Computational Modeling of Spatially Selective Retinal Stimulation with Temporally Interfering Electric Fields
- 关键词:
- Aldehydes;Computation theory;Ophthalmology;Electric fields;Computational model;Electrical stimulations;High intensity regions;Multiple electrodes;Neuroprotective effects;Retinal degenerative disease;Retinal stimulation;Temporal interference
- Su, Xiaofan;Guo, Jiahui;Zhou, Meixuan;Chen, Jianpin;Li, Liming;Chen, Yao;Sui, Xiaohong;Li, Heng;Chai, Xinyu
- 《IEEE Transactions on Neural Systems and Rehabilitation Engineering》
- 2021年
- 29卷
- 期
- 期刊
Retinal electrical stimulation is a widely utilized method to restore visual function for patients with retinal degenerative diseases. Transcorneal electrical stimulation (TES) represents an effective way to improve the visual function due to its potential neuroprotective effect. However, TES with single electrode fails to spatially and selectively stimulate retinal neurons. Herein, a computational modeling method was proposed to explore the feasibility of spatially selective retinal stimulation via temporally interfering electric fields. An eyeball model with multiple electrodes was constructed to simulate the interferential electric fields with various electrode montages and current ratios. The results demonstrated that the temporal interference (TI) stimulation would gradually generate an increasingly localized high-intensity region on retina as the return electrodes moved towards the posterior of the eyeball and got closer. Additionally, the position of the convergent region could be modulated by regulating the current ratio of different electrode channels. The TI strategy with multisite and steerable stimulation can stimulate local retinal region with certain convergence and a relatively large stimulation range, which would be a feasible approach for the spatially selective retinal neuromodulation.
...
© 2001-2011 IEEE.5.Modulation of Spike Count Correlations Between Macaque Primary Visual Cortex Neurons by Difficulty of Attentional Task
- 关键词:
- Rhesus monkey; Spatial attention; Shared variability; Attentional load;Primary visual cortex;SELECTIVE ATTENTION; NOISE CORRELATIONS; TEMPORAL SCALES; SINGLENEURONS; V4; CONNECTIVITY; FLUCTUATIONS; STIMULATION; VARIABILITY;COMPETITION
- Hu, Qiyi;Hu, Wenjuan;Liu, Keyi;Bu, Xiangdong;Hu, Lisha;Li, Liming;Chai, Xinyu;Chen, Yao
- 《NEUROSCIENCE BULLETIN》
- 2021年
- 38卷
- 5期
- 期刊
Studies have shown that spatial attention remarkably affects the trial-to-trial response variability shared between neurons. Difficulty in the attentional task adjusts how much concentration we maintain on what is currently important and what is filtered as irrelevant sensory information. However, how task difficulty mediates the interactions between neurons with separated receptive fields (RFs) that are attended to or attended away is still not clear. We examined spike count correlations between single-unit activities recorded simultaneously in the primary visual cortex (V1) while monkeys performed a spatial attention task with two levels of difficulty. Moreover, the RFs of the two neurons recorded were non-overlapping to allow us to study fluctuations in the correlated responses between competing visual inputs when the focus of attention was allocated to the RF of one neuron. While increasing difficulty in the spatial attention task, spike count correlations were either decreased to become negative between neuronal pairs, implying competition among them, with one neuron (or none) exhibiting attentional enhancement of firing rate, or increased to become positive, suggesting inter-neuronal cooperation, with one of the pair showing attentional suppression of spiking responses. Besides, the modulation of spike count correlations by task difficulty was independent of the attended locations. These findings provide evidence that task difficulty affects the functional interactions between different neuronal pools in V1 when selective attention resolves the spatial competition.
...6.A Wearable Vision-To-Audio Sensory Substitution System Based on Deep Learning for the Visually Impaired
- Wang Zifeng;Li Heng;Chen Jianpin;Chai Xinyu;
- 0年
- 卷
- 期
- 期刊
7.Influence of Morphological and Electrophysiological Parameters on Retinal Ganglion Cells Threshold under Temporal Interference Stimulation
- Zhou Feng;Song Xiaoyu;Liu Zhangyang;Chai Xinyu;Li Liming;
- 0年
- 卷
- 期
- 期刊
8.A Three-Dimensional Microelectrode Array to Generate Virtual Electrodes for Epiretinal Prosthesis Based on a Modeling Study
- 关键词:
- Microelectrodes;Vision;Prosthetics;Electric fields;Aldehydes;Distribution of electric fields;Electric field modulation;Electrical stimulations;Epiretinal prosthesis;Microelectrode array;Spatial localization;Stimulation strategies;Virtual electrode
- Lyu, Qing;Lu, Zhuofan;Li, Heng;Qiu, Shirong;Guo, Jiahui;Sui, Xiaohong;Sun, Pengcheng;Li, Liming;Chai, Xinyu;Lovell, Nigel H.
- 《International Journal of Neural Systems》
- 2020年
- 30卷
- 3期
- 期刊
Despite many advances in the development of retinal prostheses, clinical reports show that current retinal prosthesis subjects can only perceive prosthetic vision with poor visual acuity. A possible approach for improving visual acuity is to produce virtual electrodes (VEs) through electric field modulation. Generating controllable and localized VEs is a crucial factor in effectively improving the perceptive resolution of the retinal prostheses. In this paper, we aimed to design a microelectrode array (MEA) that can produce converged and controllable VEs by current steering stimulation strategies. Through computational modeling, we designed a three-dimensional concentric ring-disc MEA and evaluated its performance with different stimulation strategies. Our simulation results showed that electrode-retina distance (ERD) and inter-electrode distance (IED) can dramatically affect the distribution of electric field. Also the converged VEs could be produced when the parameters of the three-dimensional MEA were appropriately set. VE sites can be controlled by manipulating the proportion of current on each adjacent electrode in a current steering group (CSG). In addition, spatial localization of electrical stimulation can be greatly improved under quasi-monopolar (QMP) stimulation. This study may provide support for future application of VEs in epiretinal prosthesis for potentially increasing the visual acuity of prosthetic vision.
...
© 2020 World Scientific Publishing Company.9.Retinal neurovascular responses to transcorneal electrical stimulation measured with optical coherence tomography
- 《EXPERIMENTAL BIOLOGY AND MEDICINE》
- 2020年
- 245卷
- 4期
- 期刊
Noninvasive transcorneal electrical stimulation (TES) has emerged as a potential strategy to facilitate visual restoration and promote retinal cell survival for certain retinal and optic nerve diseases owing to its neuroprotective effects. However, the neurovascular responses of retinal neurons evoked by TES have not been completely determined. To investigate this issue, we utilized a custom-designed spectral-domain optical coherence tomography (SD-OCT) to record the retinal neural and vascular responses under TES in vivo simultaneously. Significant increases of both positive and negative intrinsic optical signal (IOS) changes were recorded in all three segmented retinal layers, which mainly related to neural activities. However, the changes of TES-induced retinal vascular responses, including blood velocity, cross-sectional area of vessel, and blood flow, were not significant. It suggests that TES mainly elicited neural responses in retina, while no significant vascular responses were evoked. Our results provide experimental evidence to the mechanism of retinal neurovascular coupling under TES. Additionally, the present study also suggests that SD-OCT could be utilized as a promoting method to explore neurovascular responses under retinal stimulation in clinical treatment and technology. Impact statement Noninvasive transcorneal electrical stimulation (TES) has emerged as an effective treatment for certain retinal and optic nerve diseases owing to its neuroprotective effects. However, the retinal neurovascular responses evoked by TES have not been completely determined. To investigate this issue, we utilized a custom-designed spectral-domain optical coherence tomography (SD-OCT) to record the retinal neural and vascular responses evoked by TES in vivo simultaneously. The present study suggested that TES mainly elicited neural responses in retina, while no significant vascular responses were evoked. Our results provide experimental evidence to the mechanism of retinal neurovascular coupling evoked by TES. Additionally, the present study also suggests that SD-OCT could be utilized as a promoting method to explore neurovascular responses under retinal electrical stimulation.
...10.Eddy-current-induced distortion correction using maximum reconciled mutual information in diffusion MR imaging.
- 关键词:
- Diffusion MR; Diffusion-weighted imaging; Mutual information; Reconcile entropy; Registration
- Liang, Junling;Zhao, Shujun;Di, Liqing;Wang, Jingjuan;Sun, Pengcheng;Chai, Xinyu;Li, Heng
- 《International journal of computer assisted radiology and surgery》
- 2019年
- 14卷
- 3期
- 期刊
PURPOSE: In diffusion tensor imaging, a large number of diffusion-weighted (DW) images with different diffusion gradient directions are attained during scanning. However, subjects' involuntary head movements and eddy current effect related to large diffusion-sensitizing gradients will cause distortions of DW images. Therefore, for tracking accurately white matter structures and tractography, the distortions have to be realigned before model fitting. Currently, traditional methods use maximum mutual information (MMI) or normalized mutual information (NMI) as similarity measure for DW images registration. These information measures are defined by Shannon entropy. The image entropy is able to embody the global information complexity but ignore the local information complexity caused by heterogeneous intensity contrasts in DW images, making registration algorithm early converge.; METHOD: To overcome the above problem, we present maximum reconciled mutual information (MRMI) combining both global information and local information as the similarity measure of the registration algorithm framework.; RESULT: (i) In comparison with traditional methods, under our proposed MRMI method, the border of DW image is more anastomotic with the b0 image, and the fitted fractional anisotropy (FA) map after registration is closer to the true brain boundary. (ii) By quantitative analysis of registration results, our method has a significant advantage over others in terms of NMI between b0 image and the aligned DW images.; CONCLUSION: The results suggest that there is a high-level matching in space between the b0 image and the DW images aligned by the MRMI method, raising the registration robustness and accuracy compared to the traditional DW registration methods. It may provide a better option for the existing diffusion image registration tools (e.g., FMRIB Software Library) and commonly multimodal medical image registration.
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