- •Visual Prosthetics
- •Preface
- •Acknowledgments
- •Contents
- •Contributors
- •1.1 The Visual System as an Engineering Compromise
- •1.2 An Overview of Human Visual System Architecture
- •1.2.1 Architecture and Basic Function of the Eye
- •1.2.2 Layout of the Retino-Cortical Pathway
- •1.2.3 Layout of the Subcortical Pathways
- •1.3 An Overview of Human Visual Function
- •1.3.1 Roles of Central (Foveal) Vision
- •1.3.2 Roles of Peripheral Vision
- •1.3.3 Roles of Dark-Adapted Vision
- •1.3.4 A Few Remarks Regarding Visual Development
- •1.4 Prospects for Prosthetic Vision Restoration
- •References
- •2.1 Introduction
- •2.2 Retina
- •2.2.1 Anatomy
- •2.2.2 Physiology and Receptive Fields
- •2.4.1 Anatomy
- •2.4.2 Physiology and Receptive Fields
- •2.6 The Role of Spatiotemporal Edges in Early Vision
- •2.7 The Role of Corners in Early Vision
- •2.7.1 Overview
- •2.8 Effects of Fixational Eye Movements in Early Visual Physiology and Perception
- •2.8.1 Overview
- •2.8.2 Neural Adaptation and Visual Fading
- •2.8.3 Microsaccades in Visual Physiology and Perception
- •References
- •3.1 Introduction
- •3.2 Background
- •3.3 Retinal Disease and Its Diversity
- •3.4 Retinal Remodeling
- •3.5 Retinal Circuitry
- •3.6 Retinal Circuitry Revision
- •3.7 Implications for Bionic Rescue
- •3.8 Implications for Biological Rescue
- •3.9 Final Remarks
- •References
- •4.1 Introduction
- •4.4 What Are the Limits to This Cortical Plasticity?
- •4.5 Possible Mechanisms Behind Brain Plasticity
- •4.6 Modulation of Brain Plasticity: Recent Developments
- •4.7 Neuroplasticity and Other Neuroprostheses Efforts
- •4.8 A Look at What Is Ahead
- •References
- •5.1 Introduction
- •5.2 Vision Changes Experienced by RP Patients
- •5.2.1 Overview
- •5.2.2 Visual Field Loss in RP
- •5.2.3 Changes in Color Vision and Glare Sensitivity in RP
- •5.2.4 Vision Fluctuations in RP
- •5.3 Visual Changes in Patients with Advanced Macular Degeneration
- •5.3.1 Changes Due to Wet AMD or Choroidal Neovascularization
- •5.3.2 Changes Due to Dry AMD or Geographic Atrophy
- •5.4 Charles Bonnet Syndrome
- •5.4.1 Overview
- •5.4.2 Complexity of Visual Hallucinations in CBS
- •5.4.3 Predictors and Alleviating Factors for CBS
- •5.5 Filling-In Phenomena (Perceptual Completion)
- •5.6 Remapping of Primary Visual Cortex in Patients with Central Scotomas from Macular Disease
- •5.7 The Preferred Retinal Locus for Fixation
- •5.8 Photopsias
- •5.8.1 Photopsias in RP
- •5.8.2 Photopsias in AMD and Other Ocular Diseases
- •5.9 Concluding Remarks
- •References
- •6.1 Introduction
- •6.2 Electrode–Electrolyte Interface
- •6.3 Electrode Material
- •6.3.1 Electrode Characterization
- •6.4 Overview of Electrode Materials for Neural Stimulation
- •6.5 Overview of Extracellular Stimulation
- •6.6 Safe Stimulation of Tissue
- •6.6.1 Mechanisms of Neural Injury
- •6.6.2 Parameters for Safe Stimulation
- •6.6.3 Stimulation Induced Injury in the Retina
- •References
- •7.1 Introduction
- •7.2 Power and Data Transmission
- •7.2.1 Wireline Connection
- •7.2.2 Inductive Coils
- •7.2.3 Serial Optical Telemetry
- •7.2.4 Photodiode Array-Based Prostheses
- •7.2.5 Thermal Safety Considerations
- •7.2.6 Conclusions: Comparing the Different Approaches
- •7.3 Tissue Response to a Subretinal Implant
- •7.3.1 Flat Implants
- •7.3.2 Chamber Implants
- •7.3.3 Pillar Arrays
- •7.4 Damage to Retinal Tissue from Electrical Stimulation
- •7.4.1 Effect of Pulse Duration
- •7.4.2 Electrode Size
- •7.5 Concluding Remarks
- •References
- •8.1 Introduction
- •8.2 Quasistatic Numerical Methods: The Admittance Method
- •8.2.1 Layered Retinal Model
- •8.2.2 Equivalent Electric Circuit
- •8.3 Three-Dimensional Activation Function Calculation
- •8.4 Safety of Implant
- •8.5 Conclusion
- •References
- •9.1 Pathophysiology of Retinal Degeneration
- •9.2.1 Outer Plexiform Layer
- •9.2.2 Inner Plexiform Layer
- •9.2.2.1 Bipolar Cell Excitation of Retinal Ganglion Cells
- •9.2.2.2 Amacrine Cell Modulation of Signal Processing
- •9.2.2.3 Inhibitory Transmitters
- •9.2.2.4 Acetylcholine and Dopamine
- •9.2.2.5 Neuropeptides
- •9.2.2.6 Putative neurotransmitters for retinal prosthesis
- •9.3 Neurophysiological Changes in Retinal Degeneration
- •9.4 Rationale for a Neurotransmitter-Based Retinal Prosthesis
- •9.4.1 Limitations of Electrical Stimulation
- •9.5 Technical Considerations and Design Approaches
- •9.5.1 Operating Principles for a Neurotransmitter-Based Retinal Prosthesis
- •9.5.2 Establishing a Retinal Prosthesis/Synaptic Interface
- •9.5.2.1 The Proximity Requirement
- •9.5.2.2 Convective Delivery of Neurotransmitters Via Microfluidics
- •9.5.2.3 Functionalized Surfaces for Neurotransmitter Stimulation
- •9.5.2.4 Synaptic Requirements for l-Glutamate Mediated Neuronal Stimulation
- •9.6 Summary
- •References
- •10.1 Introduction
- •10.2 Pioneering Experiments
- •10.2.1 Stimulation with No Chromophores
- •10.2.2 Azo Chromophores
- •10.3 Current Research
- •10.3.1 Caged Neurotransmitters
- •10.3.2 Pore Blocker and Photoisomerization
- •10.3.3 The Channelrhodopsins
- •10.3.4 Melanopsin
- •10.4 Synthetic Chromophores and Artificial Sight
- •References
- •11.1 Background
- •11.2 Physical Structure of Intracortical Electrodes
- •11.3 Charge Injection Using Intracortical Electrodes
- •11.3.1 The Intracortical Electrode as a Transducer
- •11.3.2 Charge Injection Limits
- •11.4 Intracortical Electrode Coatings
- •11.5 Characterization of Intracortical Electrodes
- •11.5.1 Cyclic Voltammetry
- •11.5.2 Electrode Stimulation Voltage Waveforms
- •11.5.3 Non-ideal Access Resistance Behavior
- •11.5.4 Non-linear Electrode Polarization
- •11.5.5 Determining Electrode Safety
- •11.6 Contrasts of In Vitro and In Vivo Behavior
- •11.7 Alternative Coatings for Improving Intracortical Electrodes
- •11.7.1 SIROF
- •11.7.2 PEDOT
- •11.7.3 Carbon Nanotube Coatings
- •11.8 Conclusion
- •References
- •12.1 Introduction
- •12.2 Responses of RGCs to Electrical Stimulation in Normal Retina
- •12.2.1 Epiretinal Stimulation
- •12.2.1.1 Target of Stimulation
- •12.2.1.2 The Site of Spike Initiation in RGCs
- •12.2.1.3 Threshold vs. Stimulating Electrode Diameter
- •12.2.1.4 Spatial Extent of Activation
- •12.2.1.5 Selective Activation
- •12.2.1.6 Temporal Response Properties
- •12.2.2 Subretinal Stimulation
- •12.2.2.1 Target of Stimulation
- •12.2.2.2 Threshold vs. Polarity of Stimulation Pulse
- •12.2.2.3 Spatial Extent of Activation
- •12.2.2.4 Temporal Response Properties
- •12.2.2.5 Dynamics of the Retinal Response
- •12.4 Responses of RGCs to Electrical Stimulation in Degenerate Retina
- •12.4.1 Epiretinal Stimulation
- •12.4.2 Subretinal Stimulation
- •12.4.2.1 Response Properties of RGCs
- •12.4.2.2 Activation Thresholds of RGCs
- •12.5 Cortical Responses to Retinal Stimulation
- •12.5.1 Spatial Properties Revealed by Cortical Measurements
- •12.5.2 Local Field Potentials
- •12.5.3 Elicited Responses Are Focal
- •12.5.4 Cortical Measurements Reveal Electrode Interactions
- •12.5.5 Temporal Responsiveness in Cortex
- •12.6 Suggestions for Future Studies
- •References
- •13.1 Introduction
- •13.2 General Considerations for Acute Retinal Stimulation Experiments
- •13.3 Surgical Technique
- •13.4 Threshold Measurements
- •13.5 Spatial Resolution and Pattern Perception
- •13.6 Temporal Resolution
- •13.7 Subretinal Versus Epiretinal Stimulation
- •13.8 Less Invasive Stimulation Procedures
- •13.9 Conclusions and Outlook
- •References
- •14.1 Introduction
- •14.2 Overview of Chronic Retinal Implant Technologies
- •14.2.1 The Retinal Implant AG Microphotodiode Prosthesis
- •14.2.2 The Intelligent Retinal Implant System
- •14.2.3 Second Sight Medical Products, Inc. A16 System
- •14.3 Thresholds on Individual Electrodes
- •14.3.1 Single Pulse Thresholds Using the SSMP System
- •14.3.2 Pulse Train Integration and Temporal Sensitivity
- •14.4 Suprathreshold Brightness
- •14.4.1 Brightness Using the Retinal Implant AG System
- •14.4.2 Brightness Using the Intelligent Medical Implant System
- •14.4.3 Brightness Using the SSMP A16 System
- •14.5 Spatial Vision
- •14.5.1 Spatial Vision with the Retinal Implant AG System
- •14.5.2 Spatial Vision with the Intelligent Medical Implant System
- •14.5.3 Spatial Vision with the SSMP A16 System
- •14.6 Models to Guide Electrical Stimulation Protocols
- •14.7 Conclusions
- •References
- •15.1 Background
- •15.2 Cortical Surface Stimulation
- •15.3 Intracortical Microstimulation
- •15.4 Optic Nerve Stimulation
- •15.5 What Is Known and What Needs to Be Done
- •15.6 Current Research Efforts
- •15.6.1 Optic Nerve Stimulation
- •15.6.2 Cortical Surface Stimulation
- •15.6.3 Intracortical Stimulation of Visual Cortex
- •15.6.4 CORTIVIS Program
- •15.6.5 Lateral Geniculate Stimulation
- •15.7 Microelectrode Arrays and Stimulation Hardware
- •15.7.1 Miniature Cameras
- •15.7.2 Animal Models
- •15.7.3 Image Processing and Phosphene Mapping
- •15.8 Conclusion
- •References
- •16.1 Introduction
- •16.2 Simulation Techniques and Basic Parameters
- •16.2.1 Gaze Tracking and Image Stabilization
- •16.2.2 Filter Engine Parameters
- •16.2.2.1 Raster Spatial Properties
- •16.2.2.2 Dot Spatial Properties
- •16.2.2.3 Temporal Properties
- •16.2.2.4 Dynamic Background Noise
- •16.2.2.5 Input Filtering/Windowing, Image Enhancement
- •16.3 Optotype Resolution and Reading
- •16.3.1 Visual Acuity
- •16.3.2 Reading
- •16.4 Face and Object Recognition
- •16.5 Visually Guided Behavior
- •16.5.1 Hand–Eye Coordination
- •16.5.2 Wayfinding
- •16.6 Visual Tracking
- •16.7 Computational Simulations
- •16.8 Conclusion
- •References
- •17.1 Introduction
- •17.2 Situating Image Analysis
- •17.3 The Experimental Framework
- •17.4 Tracking a Low-Resolution Target
- •17.5 Discussion
- •17.6 Conclusion
- •References
- •18.1 Introduction
- •18.2 Representation of Visual Space on the Visual Cortex
- •18.3 Cortical Stimulation Studies
- •18.4 Variability in Occipital Cortex
- •18.5 Phosphene Map Estimation
- •18.6 Psychophysical Studies with the Estimated Maps
- •References
- •19.1 Importance of Mapping
- •19.3 The Computer Era: Refining the Pointing Method of Phosphene Mapping
- •19.4 Verbal Mapping
- •19.5 Mapping Studies Using Subject Drawings
- •19.6 Recent Simulation Studies Using Phosphene Mapping
- •19.6.1 Tactile Simulations at Shanghai Jiao Tong University
- •19.6.2 Simulations in Our Laboratory
- •19.7 Concluding Remarks on Phosphene Mapping Techniques
- •References
- •20.1 Introduction
- •20.2 Principles for Assessment of Prosthetic Vision
- •20.2.1 Experimental Design
- •20.2.2 The Importance of Pre-operative Testing
- •20.2.3 Post-operative Assessment
- •20.2.4.1 Potential Approaches
- •20.2.4.2 Avoidance of Bias
- •20.2.4.3 Criteria for Sound Testing
- •20.2.4.4 Forced Choice Procedures
- •20.2.4.5 Response Time
- •20.2.4.6 Task (Perceptual) Learning
- •20.2.4.7 Establishing Criteria for Meaningful Change
- •20.2.4.8 Light Level
- •20.3 Vision Assessment in Prosthesis Recipients: Overview
- •20.3.1 Visual Function Assessment: Overview
- •20.3.2 Visual Performance Assessment: Overview
- •20.3.2.1 Measured Visual Performance
- •20.3.2.2 Self-Reported Visual Performance
- •20.4 Visual Function Assessment
- •20.4.1 Candidate Measures
- •20.4.1.1 Contrast Sensitivity (Contrast Detection)
- •20.4.1.2 Contrast Discrimination
- •20.4.1.3 Motion Perception
- •20.4.1.4 Depth Perception
- •20.4.2 Tests Used in Prosthesis Trials
- •20.4.3 Tests that Have Been Designed for Use with Prostheses
- •20.4.4 Vision Tests for Very Low Vision
- •20.5 Visual Performance Assessment
- •20.5.1 Measured Performance
- •20.5.2 Self-Reported Performance (Questionnaires)
- •20.6 Summary
- •References
- •21.1 Concepts of Functional Vision and Rehabilitation
- •21.1.1 Application to Orientation and Mobility
- •21.1.2 Application for Activities of Daily Living
- •21.1.3 Patient Lifestyle and Expectations
- •21.1.4 Congenital and Adventitious Vision Loss
- •21.2 Evaluation and Intervention with Prosthetic Vision
- •21.2.1 Evaluation
- •21.2.2 Intervention
- •21.3 Measuring Functional Outcomes
- •21.4 The Future
- •References
- •Author Index
- •Subject Index
302 |
E.M. Schmidt |
MIPS |
Multimode digital image sensor |
MIT |
Massachusetts Institute of Technology |
NIH |
National Institutes of Health |
NY |
New York |
UC |
University of Chicago |
15.1 Background
Visual sensations produced by stimulation of the visual cortex in human patients were well known to German neurosurgeons, Kraus [34] and Foerster [27], as early as 1924. A number of reports has been published over the years describing the effects of electrical stimulation of the visual cortex in lightly anesthetized surgical patients [38, 39]. When their visual cortex was stimulated, patients usually report small spots of light called phosphenes.
Shaw [45] obtained a patent for a “Method and Means for Aiding the Blind”. In his system, a photoelectric tube controlled the intensity and/or frequency of an electrical stimulus that was applied directly by internal electrodes, or indirectly by external electrodes to the visual areas of the brain. Although this appears to be one of the first concepts of a visual prosthesis, actual implementation of the system has not been found.
Button and Putnam [11] demonstrated, in blind subjects, visual responses to intracortical stimulation controlled by a photoelectric cell. This allowed the subjects to identify a light source by orientation of the cell. Of the three subjects, one was able to follow a flashlight carried by an attendant 15 ft away.
15.2 Cortical Surface Stimulation
The first chronic experiment to determine the effects of stimulating the visual cortex was carried out by Brindley and Lewin [9]. They implanted an array of 80 electrodes on the medial surface of the occipital pole in a 52 year-old woman who had been totally blind for 6 months. The electrodes were platinum squares 0.8 mm on a side. They were connected to 80 radio receivers mounted to the skull, beneath the pericranium. Alternate receivers were tuned to 6.0 or 9.5 MHz. Pressing a transmitter coil on the scalp above a receiver and applying the proper frequency provided stimulation currents to the associated electrode. With the technology available at the time, 80 receivers covered half of the cranium.
When electrodes that produced phosphenes within 10° of the fovea were stimulated, the patient reported a very small spot of light, or phosphene, and described it as “the size of a grain of sago at arm’s length” or “like a star in the sky”. Phosphenes further from the fovea were sometimes elongated, “like a grain of rice at arm’s length”. The most peripheral phosphenes were round like a cloud. There were three electrodes that produced a pair of phosphenes about a degree apart and two electrodes
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that produced a row of three phosphenes each about a degree apart from the next. When multiple phosphenes occurred, stimulus amplitude could not be adjusted to produce single phosphenes. For 13 electrodes, weak stimulation produced a single phosphene but higher-level stimulation produced a second phosphene in a different part of the visual field.
Other significant findings from this patient were:
1. Phosphenes always flickered regardless of stimulation parameters.
2. Phosphenes moved with eye movement.
3. Phosphenes could usually be resolved that were produced by electrodes spaced 2.4 mm apart.
4. Phosphenes usually ceased immediately at the end of stimulation, but after strong stimulation they could persist for up to 2 min.
5. Stimulation of multiple electrodes could produce simple patterns.
By improving the experimental prototype, Brindley and Lewin [9] believed that at least 200 electrodes per hemisphere could be implanted and would permit blind patients to read and navigate.
Dobelle and Mladejovsky [22] were able to conduct a series of acute experiments involving volunteers undergoing neurosurgical procedures for removal of tumors or other lesions to verify the results of Brindley and investigate the possibility of producing a visual prosthesis. Dobelle’s data are based on 16 experiments in 15 volunteers. They were able to confirm most of Brindley’s results from a single volunteer. A summary of the results obtained from Dobelle’s experiments were:
1. Phosphene chromatic effects or flicker may or may not occur. 2. Phosphenes moved with eye movement.
3. Two-point discrimination was about 3 mm.
4. Phosphenes appear immediately when stimulation is begun and end immediately upon cessation of stimulation.
5. Phosphenes fade after 10–15 s of continuous stimulation. 6. Multiple phosphenes are co-planar.
7. Thresholds ranged between 1 and 5 mA, with 3 mA being typical.
8. Electrodes of 1, 3, and 9 mm² size had similar thresholds and percepts. 9. Brightness modulation can be achieved by changing pulse amplitude.
From these studies, it was apparent that to provide a blind person with a stable image, either the subject had to learn to use head movements instead of eye movements, or the camera used by the visual prosthesis had to move with eye movement. Also, long stimulation trains had to be interrupted to compensate for phosphene fading.
Dobelle’s group chronically implanted four volunteers in the 1970s with a subdural 64-electrode array placed on the medial surface of the visual cortex of the right occipital lobe. The wires were terminated in a 72-pin micro-miniature connector encapsulated in a transcutaneous pyrolytic carbon pedestal, attached to the cranium by platinum bone screws.
Of these four volunteers, two had useful results for the future of artificial vision. One of them, blind for 10 years and implanted in 1975 at age 33, could perceive 46
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E.M. Schmidt |
useful phosphenes out of 60. Using six phosphenes with a layout similar to that of a Braille cell, he could read cortical Braille at approximately five words per min but he could only read tactile Braille at one word per min [23]. He could identify the orientation of white strips of tape on a blackboard by manipulating a video camera mounted on a joystick. His phosphene map stayed constant and his thresholds only had small changes over 10 years.
Another volunteer, blind for 7 years and implanted in 1978 at age 41 with an identical 64-electrode array could perceive 21 useful phosphenes. Over the last 25 years, his phosphene map and thresholds have stayed constant. In the late 1990s this volunteer benefited from the miniaturization of electronic components and advances in computer technology. He was the first blind volunteer to wear a miniature video camera mounted on his eyeglasses and a sub-notebook computer, a stimulator, and batteries in a waist pack [24]. Using an edge detection algorithm, the images from the video camera were processed by the computer, which selected the electrodes that produced phosphenes on or near the high-contrast areas of the images. The stimulator in turn generated the proper stimuli for the selected electrodes.
Compactness and portability of the system allowed the subject to detect and negotiate objects, follow a child walking slowly and close to him in a hallway, follow a strip of black tape on the floor, enter a room, grab a ski cap hung on the opposite wall, turn around, walk towards a mannequin and put the cap on its head. Accompanied by staff in the NY City subway system, an environment he was familiar with, he could get inside a subway car. He found it easier to differentiate the space between two cars and an open car door with his visual prosthesis than with his cane.
The results of the research done on these two volunteers, particularly the last one, were quite promising. If they could achieve all this using a single array with a limited number of phosphenes, the logical conclusion was that with two arrays, blind patients would have more phosphenes, creating images with higher resolution, therefore giving them more independence and mobility.
15.3 Intracortical Microstimulation
In cat motorsensory cortex, Stoney et al. [46] showed that thresholds for facilitation of spinal motorneuron pools by intracortical microstimulation (ICMS) could be as low as 2 mA, which is 1/100 of the threshold for producing similar effects with surface stimulation (Asanuma et al. [2]). These results led Dobelle & Mladejovsky to try ICMS in patients where the cortex was going to be surgically removed. This was not successful, possibly due to pathological involvement of the cortex in question [22].
In 1980 Bartlett and Doty [4] investigated the ability of primates to detect ICMS of the visual cortex. They advanced microelectrodes through the visual cortex and recorded the primate’s threshold for detection of the stimulus. They found thresholds significantly lower than surface stimulation, with some thresholds as low as
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2 mA (0.2 ms at 50 Hz). It was not apparent if the primates were responding to phosphenes similar to those produced by surface stimulation in humans. If the primates were seeing phosphenes then it appeared that it might be possible to produce an intracortical visual prosthesis requiring much less power than using surface stimulation. This question could only be answered in human subjects.
Dr. Hambrecht, who was Director of the Neural Prosthesis Program at the National Institutes of Health (NIH), assembled a team of scientists to determine if ICMS was suitable for use in a human visual prosthesis. Protocols were approved at the NIH and at the University of Western Ontario to test patients who were undergoing surgery for excision of epileptic foci in the visual cortex. Three patients were studied in Canada for 1 h each [3] by first briefly stimulating the exposed cortex with a surface electrode and then inserting pairs of electrodes into the region where the patient reported phosphenes. As the electrodes were advanced through the cortex, the threshold for phosphene production dropped from as high as 5 mA at the surface to about 20 mA at 2–3 mm from the surface. Near threshold, the phosphenes were usually blue, yellow or red. The phosphenes did not flicker. With interleaved stimulation of two microelectrodes that were 0.7–1 mm apart, the patient reported “two blobs fusing.” When the tip separation was 0.3 mm, the percept was a singular round shape.
The next step in developing a visual prosthesis was to chronically implant a blind human volunteer with an array of intracortical electrodes. Hambrecht [29] provided an excellent review of the next study and Schmidt et al. [44] provided the details of the human experiment. This study was limited to a 4-month investigation as set out in the approved protocol.
Thirty-eight microelectrodes were implanted in the visual cortex. They consisted of 12 single microelectrodes and 18 pairs. The spacing between pairs of microelectrodes was 250, 500 or 750 mm. Two of the microelectrode leads were broken at the time of implantation and only two of the remaining 36 microelectrodes failed to produce phosphenes. Due to the untimely breakage of a number of microelectrode wires, planned pattern recognition studies could not be conducted.
The phosphenes produced by ICMS were similar to those reported in the Canadian study [3]. A summary of the results obtained with ICMS were:
1.Phosphenes never flickered.
2.Phosphenes moved with eye movement and a group of phosphenes maintained their relative positions with eye movement.
3.Stimulation of microelectrodes, with tips separated by 0.5 mm, produced separate phosphenes.
4.Phosphenes appeared immediately after the beginning of stimulation and except for rare occasions, disappeared at the termination of stimulation.
5.When stimulation continued beyond a second, phosphenes usually disappeared.
6.By interrupting a long stimulation pulse train with brief pauses, the duration of phosphene perceptions could be increased.
7.Multiple phosphenes were co-planar.
