- •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
Subject Index
A
Absolute phosphene map, 368–372, 375, 381 Access resistance, 217–220
Access voltage, 123, 219, 222 Acetylcholine, 174, 177–179, 181, 186 Acoustic modeling, 345, 352
Activated iridium oxide film (AIROF), 124, 212, 215, 216, 219–223
Activation function, 167–179 Activation overpotentials, 117, 219
Activities of daily living (ADLs), 106, 107, 389, 396, 404, 405, 407, 413–423
Acute stimulation, 259–268, 290, 374 Admittance method, 161–167 Adventitious loss of vision, 417 Age-related macular degeneration (AMD),
60–62, 68, 82, 99–102, 104, 105, 107, 160, 174, 254, 265, 272, 397
Aliasing, 399
Amacrine cells, 7, 26–28, 64–68, 177–181, 184, 232, 233, 243, 288, 312
1-amino-4-guanidobutane (AGB), 180 Amplitude-intensity, 128
Amsler grid, 103, 104
Animal models, 13, 174, 178, 309, 312 Artificial preferred retinal locus (APRL),
347–349, 351, 352 Artificial sight, 195, 204, 422
Artificial silicon retina (ASR), 142, 398, 403
B
Background noise, 15, 322, 327, 337 Bailey-Lovie acuity chart, 399 BaLM test, 404
Bandwidth, 4, 5, 140, 141 Barraga, N.C., 419
Berkeley rudimentary vision test, 404 Binocular, 5, 10, 36, 47, 102, 377, 398, 401, 403
Biopotential electrode, 116 Biphasic-balanced-constant-current, 213 Bipolar cells, 8, 26–28, 64–68, 146, 175,
177–181, 183, 185, 231–233, 242, 243, 246, 251, 288, 312, 386
Bipolar stimulation, 115
Blindness, 16, 61, 80, 82, 83, 87, 88, 101, 146, 254, 272, 388, 389, 417, 419
Blood vessels, 5, 7, 67, 99, 210 Bode plot, 120
Braille reading, 79–81
Brightness, 4, 24, 35, 42, 43, 47, 142, 274, 275, 278, 282–285, 287, 289–291, 294–296, 303, 306–308, 325, 374, 391
C
Caging, 186
Calcarine fissure, 12, 356, 357, 359, 360, 371, 373
Camera, 4, 16, 46, 141, 145, 265, 276, 277, 293, 303, 304, 307–312, 321–323, 327, 330, 336, 344, 347, 356, 362, 363, 372, 378, 397
Capacitive electrodes, 124, 125, 142, 162, 211, 212
Capacitive-type electrodes, 211, 212 Capillaries, 6, 7, 151
Carbon nanotube coatings, 223 Carbon nanotubes (CNTs), 125, 223 Cataract formation, 144
Cellular proximity, 138, 150 Chamber implants, 148–150
Charge balancing, 116, 130, 151, 160, 285, 290 Charge density, 122, 130, 131, 144, 151, 153,
211, 214, 216, 220, 236, 254, 264, 272, 279, 281, 283, 294, 295
Charge-storage capacity (CSC), 122, 124, 125, 211, 217
447
448
Charles Bonnet Syndrome, 101–103 Choroid, 6, 63, 64, 162, 274 Choroidal neovascularization, 99, 107
Chronaxie, 128, 129, 154, 261, 262, 265, 267, 294
Chronic, 86, 87, 124, 125, 132, 137–155, 181, 213, 214, 223, 224, 267, 268, 271–297, 301–313, 369, 381
Circuitry, 62, 63, 65–70, 139–144, 146, 148, 182, 198, 210, 211, 221, 242, 403
Cochlear implant, 85, 86, 115, 141, 145, 213, 283, 297, 343–345, 352, 386, 422
Cochlear prosthesis, 16 Coil placement, 141
Color, 4, 5, 7, 24, 26, 28, 35, 37, 42, 97–98, 101, 230, 261, 266, 285, 295, 306, 308, 323, 326, 358, 372, 374, 387, 391, 395, 401, 403, 414, 415, 418
Color vision, 26, 97–98, 395, 403 Columnar organization, 34, 36 Communication channel, 349 Complex cells, 31–33
Computational molecular phenotyping (CMP), 148, 150
Concentration, 115–118, 126, 183, 185, 196, 219
Conductive polymers, 125, 223
Cones, 4, 5, 7–9, 15, 26, 27, 29, 64–67, 97, 175, 177, 179, 180, 193, 209, 272
Congenital loss of vision, 417 Constant phase element (CPE), 119 Contrast discrimination, 400–401
Contrast sensitivity, 98, 100, 333, 391, 394, 395, 399–400, 404, 416, 419
Convective delivery, 184
Coordination, 310, 320, 335–336, 362, 405, 406, 420
Cortical map, 84, 369
Cortical prosthesis, 224, 334, 336, 355–364, 368–370
Cortical prosthesis simulation, 334, 336 Cortical response, 238, 251–254, 391 Cortical simulation, 355–364, 368 Cortical stimulation, 85, 151, 210, 214,
301–313, 356–358
Cortical surface, 34, 302–304, 309–310, 359, 369, 371
Counter, 16, 115, 212, 217–219, 222 Current density, 118, 124, 127, 151–153,
165–168, 171, 236
Cyclic voltammetry (CV), 120–122, 216–217
Subject Index
D
Dark-adapted, 15–16, 94, 203 Data capacity, 140
Data transmission, 139–145 De-afferented, 82, 102, 183, 184
Deep brain stimulation (DBS) electrodes, 338, 339
Degenerate retina, 70, 231, 248–251, 255 Dendrite, 25, 28, 30, 64, 66, 84, 174, 179,
183–185, 231
Depth, 5, 14, 42, 209, 401, 403 Depth perception, 14, 403 Diffusion rate, glutamate, 183 Direct activation, 231, 235, 251 Dobelle eye, 371
Dopamine, 174, 177–179 Dorsal, 23, 29, 36, 37,
356, 359
Double blind design, 391
Double layer capacitance, 115, 116, 121, 212, 223
Drawings, 25, 45, 86, 369, 373–375, 381, 390
Drifts, 45–48, 371
Dry AMD, 99–101, 105
E
Eccentricity, 8, 9, 11, 26–28, 43, 185, 323, 331, 332, 356–358, 360, 361, 364, 373, 374, 376, 377, 379
Eccentricity and effects on prosthetic vision, 323, 331, 357, 358, 360, 361, 364
Edge detection, 44, 304, 308, 334, 335, 351 Electrical double layer, 114, 115
Electrical stimulation, 11, 86, 87, 98, 114, 127, 128, 138, 139, 145, 146, 151–154, 160, 170, 180–182, 208, 211, 229–255, 260, 261, 264, 266–268, 272–274, 278, 279, 283, 284, 288, 289, 292, 294–296, 302, 306, 324, 367, 368, 389
Electrical stimulation damage, 151–154 Electrochemical, 114–121, 125, 130,
143, 146, 151, 161, 211, 213–215, 217, 278
Electrochemical impedance spectroscopy (EIS), 118, 119
Electrode array, 137–155, 160, 161, 163, 171, 209, 210, 260, 261, 263, 265, 272, 273, 276–279, 281, 293, 296, 303, 304, 307, 308, 310, 311, 337, 343, 346, 369, 371, 398
Electrode count, 362
Electrode diameter, 146, 151, 235–236, 280
Subject Index
Electrode dropout, 337
Electrode-electrolyte interface, 213, 216–219 Electrode polarization, 212, 214, 216,
218–221
Electron microscopy, 162 Electroosmotic, 184, 186 Electroporation, 130, 152, 153 End-stopped cells, 33–34
Epiretinal stimulation, 231–243, 247–248, 250, 265–267, 295
Equilibrium potential, 117, 126, 219 Excitatory amino acid, 183
Excitatory amino acid transporter (EAAT), 181, 182
Excitotoxic, 130 Experimental design, 388, 389 Extraocular muscles, 6 Eye-drift, 371
Eye movements, 5, 13, 14, 16, 23, 44–48, 107, 138, 141, 145, 262, 303, 305, 308, 311, 312, 321, 322, 330–332, 338, 372, 377–381, 397
Eye-tracking, 145, 322, 331, 362
F
Face recognition, 14, 334, 389, 400, 405 Fading, 23, 45–48, 303
Faradaic, 116, 119, 120, 125, 211–213, 215, 216, 223
Faradaic reactions, 125, 211–213, 216 Faradaic-type electrodes, 212 Fibrosis, 146–148
Filling-in, 40, 47, 94, 103–105
Fixation, 13, 23, 44–48, 95, 104–106, 323, 338, 344, 346, 347, 350–352, 372, 374, 377, 378, 397, 398
Fixational eye movements, 44–48 Fixation point, 372, 374, 377, 378 Flashes, 106, 184, 197, 198, 289, 371, 402 Flat implants, 147–148
fMRI. See Functional magnetic resonance imaging
Forced-choice procedures, 283, 290
Fovea, 4, 5, 7, 8, 11, 12, 26, 27, 100, 104, 105, 246, 275, 302, 323, 331, 338, 347, 373, 377, 397, 398
Foveola, 4, 8
FrAcT, 404 Free radical, 181
Functionalized surfaces, 184 Functional magnetic resonance imaging
(fMRI), 102, 104, 356, 358, 360, 361 Functional vision assessment, 418
449
G
GABAergic, 64, 65, 175 Gamma-aminobutyrate (GABA), 39, 174, 175,
177–179, 181, 182, 184, 186 Ganglion cell, See Retinal ganglion cell,
Ganglion cell layer
Ganglion cell layer (GCL), 26–27, 64, 147, 160, 166–170, 174, 178, 181, 231, 266
Gaze fixation, 44, 46, 371, 372, 375 Gaze tracking, 321–322, 420 Geographic atrophy, 62, 99–101, 105 Glare, 97–98, 101
Glaucoma, 15, 17, 62, 101 Glia, 69, 148, 181 Gliosis, 146–148
Glutamate, 28, 38, 62, 174, 175, 177–186, 198, 199, 243
Glutamatergic, 232, 233
Glycine, 174, 177–179, 181, 182, 186 Goldman equation, 126
Gray levels, 331–335
Guide dog, 255, 415, 417, 418, 420 Gyri, 368
H
Half-cell potential, 116, 117 Hallucination, 82, 94, 101–103 Hand-eye coordination, 320, 335–336 H-atom plating, 124, 212
Head movement, 6, 46, 303, 308, 329, 330, 347, 397
Helmholtz, 45, 115
Horizontal cells, 26, 28, 64, 65, 67, 68, 175, 179
Human implants, 310–12 Hyperacuity, 14
I
Illusory contours, 402 Image analysis, 343–352
Image filtering, 322, 327, 345
Image processing, 65, 66, 68, 308, 311, 312, 334, 335, 352, 362, 398
Image stabilization, 5, 321–322, 332 Impedance method, 162, 170
Implant, See Retinal prosthesis, Optic nerve prosthesis, Cortical prosthesis
Indirect activation, 245, 250, 251 Inductive coils, 139–142, 145 Information theory, 343–352 Injectable charge density, 214
450
Inner nuclear layer (INL), 8, 26, 28, 63, 64, 146–148, 177, 180, 231, 266, 386
Inner plexiform layer (IPL), 64, 65, 174, 175, 177–179, 181, 185
Instrumental activities of daily living (IADLs), 389, 404–407
Integration, 14–16, 137–155, 217, 274, 282–289, 312, 344, 362
Interfacial potential, 117
Interneuronal communication, 174–178 Interphase region, 220
Intervention, 60–63, 68–70, 84, 88, 106, 263, 388, 390, 392, 394, 396, 399, 406, 418–420, 423
Intracortical electrodes, 208–224, 305, 358, 360, 362
Intracortical microstimulation (ICMS), 304–306
Intracortical stimulation, 210, 302, 309, 310, 312, 371
In vivo voltage excursions, 221 Ionotropic glutamate receptor (iGluR),
180, 199
iR drop, 123, 218, 220
Iridium oxide, 122, 124, 142, 143, 147, 148, 212, 215, 216, 222, 310
K
Kainate, 177, 179, 180, 243
Koniocellular pathway, 29
L
Lapicque law, 128
Lateral geniculate nucleus (LGN), 3, 9–11, 13, 16, 17, 23–48, 274, 311, 323, 338, 339, 364
Lateral geniculate stimulation, 311 Lateral inhibition, 26, 39, 40, 177 Layered retinal model, 162–164 Learning (perceptual), 393–394 Legal blindness, 146
Letter recognition, 18
LGN. See Lateral geniculate nucleus Lifestyle, 416–417, 423 Light-activated, 198, 199, 204, 299 Light micrograph, 25
Light perception, 82, 101, 371, 397, 414, 416, 420
Light projection, 397, 398, 414, 418, 420 Localizing, 350, 419
Long cane, 415, 417, 418, 420 Loss of sight, 78–80, 82
Subject Index
Low vision mobility, 416
Luminance, 28, 40, 42, 43, 277, 387, 394, 395, 398, 400, 401
M
Magnocellular pathway, 28, 30, 36 Managing illumination, 416 Maze-tracing, 18, 406 Mechanisms of neural injury, 130
Metabotropic glutamate receptor, 62, 175, 177, 180
Microelectrode arrays, 309–312 Microelectronic, 182, 343–346, 351, 352 Microfluidics, 183, 184
Microneedles, 184, 185 Microneuroma., 64–68, 106
Microphotodiode array (MPDA), 142, 274, 275, 322
Microsaccades, 5, 16, 45–48 Miniature cameras, 277, 304, 308, 309,
311–312
Mobility, 94, 95, 101, 106, 222, 274, 304, 362, 363, 389, 394, 398, 400, 402, 405, 406, 414–416, 418, 420, 421, 423
Modeling, 43, 66, 69, 161, 165, 170, 233, 235, 288, 345–347, 351, 352
Monopolar, 115
Motion, 15, 23, 36, 44–47, 194, 275, 328–330, 347, 348, 372, 374, 387, 399, 401–404, 420
Motion perception, 401–402
Mouse, 66, 67, 179, 236, 245, 247–251, 272, 332
Movement, 5, 13, 14, 16, 42, 44–48, 105, 107, 126, 138, 141, 145, 148, 171, 202, 209, 258, 262, 263, 276, 292, 293, 303, 305, 308, 311, 312, 321, 322, 329–332, 338, 347, 362, 372, 377–381, 397, 401, 414
Müller cell, 63, 64, 66, 67 Multiresolution, 162, 163 Muscimol, 184
N
Nernst equation, 117
Nerve fiber layer (NFL), 146, 160, 231 Neural adaptation, 45–46
Neural cells, 154, 160, 168, 170, 194, 294 Neurite, 63, 64, 66, 67, 70
Neuroprosthesis, 78, 81, 85–88, 114, 118, 125 Neurotransmitter, 28, 39, 84, 85, 130,
173–186, 197–198, 243 Night vision, 8, 94, 95
Subject Index
N-methyl-d-aspartate (NMDA), 177, 179 Non-Faradaic, 116, 120 Non-polarizable electrodes, 118 Nyquist plot, 120
O
Object recognition, 38, 88, 320, 333–335, 400 Occipital cortex, 10–12, 79, 81, 82, 85, 86,
358–359, 371, 374, 375
Occipital lobe, 101, 303, 357, 369–371, 373 OFF retinal ganglion cell, 180, 181, 240,
243–245, 248, 249 Ohmic, 117, 123
ON retinal ganglion cell, 180, 181, 240, 243–245, 249
Open-circuit potential, 116 Optical stimulation, 194, 195 Optic flow, 401, 402
Optic-nerve prosthesis, 145, 306, 307, 309, 311, 371
Optic nerve stimulation, 306–307, 309, 373 Optotype, 327–333, 399, 400
Orientation and mobility (O&M), 95, 389, 402, 405, 406, 414–415, 417, 421
Overpotential, 117, 118, 219 Oxidation-reduction reactions, 116, 117
P
Parvocellular pathway, 28, 30, 36, 37 Percept, 240, 247, 263, 264, 266, 273, 274,
279, 285, 292–294, 305, 321, 326, 356, 360, 368, 370, 389
Perceptual, 40, 47, 66, 79, 80, 93–108, 271–297, 393, 418, 419
Perceptual completion, 103–104 Percutaneous connections, 139, 145 Perimetry, 94, 95, 398, 403 Personal care, 415, 418, 420 Personal management, 415, 418 Phosphene count, 332, 338 Phosphene image, 344–352
Phosphene map, 304, 323, 357, 359–363, 368, 370–372, 377, 381
Phosphene mapping, 308, 312, 367–381 Phosphenes, 18, 83, 86, 106, 140, 160, 208, 221,
230, 253, 260, 261, 264–267, 273ff, 302–309, 311, 312, 320ff, 344–352, 356–363, 367–381, 386ff
Photodiode array, 142–143, 145 Photodiodes, 141–145 Photolysis, 184, 198
Photopsia, 64, 101, 103, 106–107, 327
451
Photoreceptor, 4–9, 13–15, 17, 24, 26–28, 45, 46, 60–67, 69, 94ff, 147, 160, 174, 175, 178–183, 185, 194, 195, 201, 231ff, 243, 246–251, 272, 312, 386, 387
Pillar arrays, 149–151
Pixel(s), 6, 35, 140–143, 145, 146, 234, 271, 273, 312, 314, 323, 337, 341, 346, 352, 372, 380, 403
Pixelized, 18, 320, 321, 327, 333, 335, 337, 346, 403, 406
Plasticity, 77–88, 102, 105, 151, 155, 268, 368
Platinum, 118–122, 124, 125, 140, 151, 208, 212, 214, 264–266, 276, 302, 303, 357
Pointing techniques, 369–372 Polar angle, 357, 358, 374
Polyethylenedioxythiophene (PEDOT), 125, 223
Power efficient, 311
Power transmission, 139–145, 155 Preferred retinal locus (PRL), 104–106 Primary visual cortex (area V1), 30
Primary visual cortex (V1), 10–14, 16, 29–36, 38, 47, 104–105, 208, 266, 274, 323, 357–360, 371, 377, 386, 391
Propidium iodide (PI), 151
Prosthesis, See Retinal prosthesis, Optic nerve prosthesis, Cortical prosthesis
Proximity requirement, 183–184 Pseudocapacitance, 217 Pseudocapacity, 124
Psychophysical, 43, 274, 276, 281, 289, 292, 345, 351, 352, 357, 359, 362–364, 389, 391–393
Psychophysics, 43, 310, 390, 391 Pulsatile, 158, 181, 300
Pulse train, 273, 276, 277, 279, 282–289, 291, 294–296, 305, 372, 375
Pursuit, 338, 344, 346, 347, 350–352
Q
Q-value, 140
R
Rabbit, 152–154, 177, 221, 235, 238, 240, 242–246, 248, 266
Randles model, 119, 120
Rats, 67, 125, 142, 147–150, 178–181, 185, 239, 248, 249, 260, 309
RCS rat. See Royal College of Surgeons (RCS) rat
Rd1 mouse. See Retinal degeneration 1 mouse
452
Reaction time, 308, 338, 393
Read(ing), 14, 44, 79–81, 99, 100, 105, 106, 142, 145, 245, 292, 303, 304, 308, 311, 320, 327–333, 336, 339, 344, 349, 352, 356, 389, 400, 405, 415, 416, 423
Receptive field, 11, 24, 25, 27, 29–34, 36, 37, 39, 43, 180
Recognition, 4, 14, 18, 37, 38, 88, 265, 292, 293, 305, 307, 312, 320, 333–335, 364, 379, 389, 399, 400, 405, 415, 418
Recovery of vision, 388 Redundancy-reducing hypothesis, 44 Reference electrodes, 115–118, 213, 216,
267, 291
Rehabilitation, 18, 78–80, 84–88, 107, 385, 388, 394, 396, 405, 407, 413–423
Rehabilitation process, 18
Relative phosphene map, 368–371, 377 Remapping, 104–105
Remodeling, 59–70, 106, 179, 180, 386 Resolution, 4, 5, 13, 14, 16, 66, 138, 146, 155,
160, 163, 181, 183, 198, 204, 235, 246, 252–254, 265, 266, 293, 294, 296, 297, 320, 323, 326–333, 335, 344–352, 371–374, 377, 386, 399, 404, 415, 418, 420, 423
Retina-implant integration, 137–155 Retinal damage threshold
current density, 152 duration dependence, 152 electrode size, 153–154
Retinal degeneration, 17, 60, 62–66, 68–70, 94, 98, 101, 106, 147, 148, 174, 178–184, 186, 249, 255, 296, 325, 327, 401
Retinal degeneration 1 (rd1) mouse, 179, 181, 248–251
Retinal ganglion cell (RGC), 7, 8, 11, 13, 17, 29, 154, 174, 177–185, 203, 230–251, 253–255, 283, 311
Retinal migration, 150
Retinal pigment epithelium (RPE), 7, 62, 99, 147, 281
Retinal prosthesis, 17, 98, 105, 114, 138, 139, 142, 145, 147, 154, 166, 168, 173–186, 204, 241, 246, 247, 266, 273, 277, 278, 283, 289, 290, 293, 294, 323, 328, 331, 338, 344–346, 351, 352, 368, 397
Retinal prosthesis simulation, 166, 323 Retinal stimulation, 144, 153, 162, 183,
231–248, 250–253, 255, 259–268, 271–297, 374, 401
Retinitis pigmentosa, 15, 60, 61, 95–97, 160, 174, 178, 194, 248, 260, 267, 272, 306, 371, 374, 387, 389
Retino-cortical pathway, 8–12, 16
Subject Index
Retinotopic map, 104, 358, 374 Retinotopic organization, 29, 356 Reversible or irreversible, 15, 18, 81, 116,
117, 121–124, 197, 211–214, 216, 217 Rheobase, 128, 129, 261, 262, 265, 267 Rods, 4, 7–9, 15, 16, 26, 62, 64, 65, 67,
94, 97, 175, 177, 179–181, 193, 194, 201, 248
Royal College of Surgeons (RCS) rat, 67, 142, 147–150, 178–180, 185, 248, 249, 260
RPE. See Retinal pigment epithelium
S
Saccades, 13, 44–46, 311, 338, 344, 346–348, 377
Safe charge injection limit of platinum, 124 Safe dynamic range, 153–155
Safe stimulation, 129–133
Scanning, 95, 104, 105, 329–331, 347–352, 362, 405, 418, 419
Scotoma, 14, 47, 66, 94, 95, 99–105, 107, 347, 375, 397, 398
Scotoma, absolute, 104, 397, 398 Scotoma, relative, 398
Scotopic vision, 26
Secondary visual cortex (V2), 11, 12, 30, 35–38, 102, 105, 357, 359, 360
Selective activation, 240–241, 255 Sensitivity, 15, 16, 26, 97–98, 100, 178, 198,
214, 272, 282–289, 294, 297, 333, 338, 389, 391, 394, 395, 398–400, 404, 405, 416, 419
Serial optical telemetry, 138, 141–142, 145 Series photodiodes, 143
Serotonin, 174
SIDNE. See Stimulation induced depression in neuronal excitability
Signal processing, 146, 155, 177, 326, 346, 390, 391
Simple cells, 31–33, 289
Simulated prosthetic vision, 330, 332, 336, 338, 406
Simulation, 18, 43, 69, 161–163, 166, 170, 265, 311, 319–339, 345, 351, 355–364, 368, 375–380, 403
Span of visual field, 327, 328, 330, 331 Spatial, 14, 16, 25ff, 78, 146, 162, 163, 173ff,
177, 183, 186, 198, 204, 233ff, 235ff, 265, 266, 291–294, 297, 312, 322–327, 346, 347, 349, 357, 362, 368ff, 392, 397, 399–402
Spatial resolution, 16, 198, 204, 235, 253, 254, 265, 297, 373
Subject Index
Spatiotemporal, 23, 38–41, 69, 208, 296, 352
Spatiotemporal edges, 38–41
Sputtered iridium oxide film (SIROF), 124, 143, 215, 221, 222
Stereopsis, 10, 14, 403 Stern layer, 115
Stimulation induced depression in neuronal excitability (SIDNE), 132
Stimulation-induced tissue depression, 214 Stimulation probes, 264, 311 Strength-duration, 152
Subcortical pathways, 9, 13 Subdural electrodes, 371, 374, 375 Subretinal stimulation, 231, 243–248,
250–251, 255, 266, 267, 295 Sulci, 11, 368, 371
Surgical/surgery, 7, 18, 62, 69, 78, 86, 88, 123, 141, 143, 147, 171, 209, 254, 260, 262–264, 267, 278, 279, 305, 307, 309, 312, 358, 360, 362, 364, 369, 390
Synapse, 25, 26, 28, 30, 31, 38, 67, 68, 84, 102, 127, 173–186, 243, 253
Synaptic, 60, 63, 65–68, 84, 88, 183–185, 198, 200, 231, 232, 243, 244, 249, 252, 253, 255, 288
Synthetic chromophores, 193–204
T
Tactile feedback, 355, 371, 375, 376 Temporal, 9, 11, 28, 37–40, 47, 78, 95, 175,
183, 184, 200, 241–243, 246–247, 253–254, 261, 266, 277, 282–289, 296, 312, 322, 326–327, 349, 352, 362, 392, 397, 401, 404
Temporal resolution, 183, 253, 266, 404 Tethering molecule, 186
Thalamic prosthesis simulation, 338 Thalamus, 9, 29, 253, 338
Thermal safety, 143–145 Three-electrode system, 115
Threshold, 102, 107, 118ff, 127, 133, 139ff, 169, 170, 178, 179, 183, 186, 211, 214, 215, 220, 223, 233ff, 261, 262, 264–266, 272, 277ff, 303–308, 335, 369, 391–393, 397, 400–402
Tissue heating, 144
Tracking, 145, 320–322, 331, 337–338, 344, 346–352, 362, 377, 378, 419, 420
Transcranial magnetic stimulation (TMS), 81–83, 85, 370, 373–375
Transmitter receptors, 178
453
Tremor, 45–48
Two-point discrimination, 260, 265, 268, 303
U
Ultra-low vision, 414, 415, 417
Uncage, 184
Uncage and release, 184
Usher’s syndrome, 394
V
V1. See Primary visual cortex
V2. See Secondary visual cortex Ventral, 23, 29, 36–38, 356, 357, 359 Verbal mapping, 373–374, 381 Vestibular-ocular reflex, 13
Virtual reality, 335
Vision function questionnaire (VFQ), 394, 407 Visual acuity, 8, 97–100, 102, 105, 106, 142,
146, 246, 261, 265, 276, 292, 293, 320, 327–331, 333, 335, 336, 344, 356, 388, 391, 394, 395, 398–401, 403, 414–417, 419, 421, 422
Visual angle, 246, 252, 277, 285, 330, 336, 337, 372, 374, 399
Visual development, 16 Visual electrophysiology, 391
Visual field, 4, 9, 11, 12, 15, 24, 34, 38, 45, 82, 94–98, 101, 102, 104, 145, 265, 303, 320, 323, 327, 328, 330, 331, 334, 338, 339, 345, 347, 350, 356, 357, 360, 364, 367–376, 381, 391, 395, 397, 398, 400, 402–404, 416, 417, 419, 421
Visual impairment, 16, 98, 272, 368, 405, 414 Visually evoked cortical potentials (VEPs), 391 Visual memory, 417, 419
Visual model, 345, 346, 351, 352 Visual perceptual instruction, 419
Visual performance, 101, 326, 327, 387, 390, 394–396, 404–407
Visual rehabilitation, 78–80, 85 Visual tracking, 320, 337–338 Visuomotor integration, 14 Vitrectomy, 262, 263
W
Water window, 121–125, 130, 143, 213–216, 218–222
Wayfinding, 18, 320, 336–337, 405, 406 Wet AMD, 99, 100, 104
Working electrode, 115, 117
