Neurostimulation
Neurostimulation | |
---|---|
OPS-301 code | 8-631 |
Neurostimulation is the purposeful modulation of the nervous system's activity using invasive (e.g. microelectrodes) or non-invasive means (e.g. transcranial magnetic stimulation or transcranial electric stimulation, tES, such as tDCS or transcranial alternating current stimulation, tACS). Neurostimulation usually refers to the electromagnetic approaches to neuromodulation.
Neurostimulation technology can improve the life quality of those who are severely paralyzed or suffering from profound losses to various sense organs, as well as for permanent reduction of severe, chronic pain which would otherwise require constant (around-the-clock), high-dose opioid therapy (such as neuropathic pain and spinal-cord injury). It serves as the key part of neural prosthetics for hearing aids, artificial vision, artificial limbs, and brain-machine interfaces. In the case of neural stimulation, mostly an electrical stimulation is utilized and charge-balanced biphasic constant current waveforms or capacitively coupled charge injection approaches are adopted. Alternatively, transcranial magnetic stimulation and transcranial electric stimulation have been proposed as non-invasive methods in which either a magnetic field or transcranially applied electric currents cause neurostimulation.[1][2]
Brain stimulation
Brain stimulation has potentials to treat some disorders such as epilepsy. In this method, scheduled stimulation is applied to specific cortical or subcortical targets. There are available commercial devices[3] that can deliver an electrical pulse at scheduled time intervals. Scheduled stimulation is hypothesized to alter the intrinsic neurophysiologic properties of epileptic networks. The most explored targets for scheduled stimulation are the anterior nucleus of the thalamus and the hippocampus. The anterior nucleus of the thalamus has been studied, which has shown a significant seizure reduction with the stimulator on versus off during several months after stimulator implantation.[4] Moreover, the cluster headache (CH) can be treated by using a temporary stimulating electrode at sphenopalatine ganglion (SPG). Pain relief is reported within several minutes of stimulation in this method.[5] To avoid use of implanted electrodes, researchers have engineered ways to inscribe a "window" made of zirconia that has been modified to be transparent and implanted in mice skulls, to allow optical waves to penetrate more deeply, as in optogenetics, to stimulate or inhibit individual neurons.[6]
Deep brain stimulation
Deep brain stimulation (DBS) has shown benefits for movement disorders such as Parkinson's disease, tremor and dystonia and affective disorders such as depression, obsessive-compulsive disorder, Tourette syndrome, chronic pain and cluster headache. Since DBS can directly change the brain activity in a controlled manner, it is used to map fundamental mechanisms of brain functions along with neuroimaging methods.
A simple DBS system consists of two different parts. First, tiny microelectrodes are implanted in the brain to deliver stimulation pulses to the tissue. Second, an electrical pulse generator (PG) generates stimulation pulses, which it sends to the electrodes through microwires.
The application and effects of DBS, on both normal and diseased brains, involves many parameters. These include the physiological properties of the brain tissue, which may change with disease state. Also important are the stimulation parameters, such as amplitude and temporal characteristics, and the geometric configuration of the electrode and the tissue that surrounds it.
In spite of a huge number of studies on DBS, its mechanism of action is still not well understood. Developing DBS microelectrodes is still challenging.[7]
Non-invasive of brain stimulation
Transcranial magnetic stimulation
Compared to electrical stimulation that utilizes brief, high-voltage electric shock to activate neurons, which can potentially activate pain fibers, transcranial magnetic stimulation (TMS) was developed by Baker in 1985. TMS uses a magnetic wire above the scalp, which carries a sharp and high current pulse. A time variant magnetic field is induced perpendicular to the coil due to the applied pulse which consequently generates an electric field based on Maxwell's law. The electric field provides the necessary current for a non-invasive and much less painful stimulation. There are two TMS devices called single pulse TMS and repetitive pulse TMS (rTMS) while the latter has greater effect but potential to cause seizure. TMS can be used for therapy particularly in psychiatry, as a tool to measure central motor conduction and a research tool to study different aspects of human brain physiology such as motor function, vision, and language. The rTMS method has been used to treat epilepsy with rates of 8–25 Hz for 10 seconds. The other therapeutic uses of rTMS include parkinson diseases, dystonia and mood diseases. Also, TMS can be used to determine the contribution of cortical networks to specific cognitive functions by disrupting activity in the focal brain region.[1] Early, inconclusive, results have been obtained in recovery from coma (persistent vegetative state) by Pape et al. (2009).[8]
Transcranial electrical stimulation
- Transcranial direct current stimulation (tDCS)
- Transcranial alternating current stimulation (tACS)
- Transcranial pulsed current stimulation (tPCS)
- Transcranial random noise stimulation (tRNS)
Spinal cord stimulation
Spinal cord stimulation (SCS) is an effective therapy for the treatment of chronic and intractable pain including diabetic neuropathy, failed back surgery syndrome, complex regional pain syndrome, phantom limb pain, ischemic limb pain, refractory unilateral limb pain syndrome, postherpetic neuralgia and acute herpes zoster pain. Another pain condition that is a potential candidate for SCS treatment is Charcot-Marie-Tooth (CMT) disease, which is associated with moderate to severe chronic extremity pain.[9] SCS therapy consists of the electrical stimulation of the spinal cord to 'mask' pain. The gate theory proposed in 1965 by Melzack and Wall[10] provided a theoretical construct to attempt SCS as a clinical treatment for chronic pain. This theory postulates that activation of large diameter, myelinated primary afferent fibers suppresses the response of dorsal horn neurons to input from small, unmyelinated primary afferents. A simple SCS system consists of three different parts. First, microelectrodes are implanted in the epidural space to deliver stimulation pulses to the tissue. Second, an electrical pulse generator implanted in the lower abdominal area or gluteal region while is connected to the electrodes via wires, and third a remote control to adjust the stimulus parameters such as pulse width and pulse rate in the PG. Improvements have been made in both the clinical aspects of SCS such as transition from subdural placement of contacts to epidural placement, which reduces the risk and morbidity of SCS implantation, and also technical aspects of SCS such as improving percutaneous leads, and fully implantable multi-channel stimulators. However, there are many parameters that need to be optimized including number of implanted contacts, contact size and spacing, and electrical sources for stimulation. The stimulus pulse width and pulse rate are important parameters that need to be adjusted in SCS, which are typically 400 us and 8–200 Hz respectively.[11]
Spinal cord stimulation for movement disorders
Spinal cord stimulation has shown promising results in spinal cord injury[12][13] and other movement disorders, such as multiple sclerosis [14]. The stimulation, applied over the lumbar spinal cord, works by activating large diameter afferent fibers entering the spinal cord [15][16], which then transsynaptically activate and engage spinal neuronal networks[17]. The same target structures can also be activated by transcutaneous electrodes placed over the lower thoracic spine and abdomen[18]. Transcutaneous spinal cord stimulation is completely non-invasive and, as it uses TENS electrodes and stimulators, can be applied at low cost. Yet, in comparison to the implanted epidural variant, the efficacy of transcutaneous spinal cord stimulation depends on the body position and spinal alignment[19][20], which could lead to inconsistent result if the body position and posture isn't controlled during the application.
Transcutaneous supraorbital nerve stimulation
Tentative evidence supports transcutaneous supraorbital nerve stimulation.[21] Side effects are few.[22]
Cochlear implants
Cochlear implants have provided partial hearing to more than 120,000 persons worldwide as of 2008. The electrical stimulation is used in a cochlear implant to provide functional hearing in totally deafened persons. Cochlear implants include several subsystem components from the external speech processor and radio frequency (RF) transmission link to the internal receiver, stimulator, and electrode arrays. Modern cochlear implant research started in the 1960s and 1970s. In 1961, a crude single electrode device was implanted in two deaf patients and useful hearing with electric stimulation was reported. The first FDA approved complete single channel device was released in 1984.[23] In cochlear implants, the sound is picked up by a microphone and transmitted to the behind-the-ear external processor to be converted to the digital data. The digitized data is then modulated on a radio frequency signal and transmitted to an antenna inside a headpiece. The data and power carrier are transmitted through a pair of coupled coils to the hermetically sealed internal unit. By extracting the power and demodulating the data, electric current commands are sent to the cochlea to stimulate the auditory nerve through microelectrodes.[24] The key point is that the internal unit does not have a battery and it should be able to extract the required energy. Also to reduce the infection, data is transmitted wirelessly along with power. Inductively coupled coils are good candidates for power and data telemetry, although radio-frequency transmission could provide better efficiency and data rates.[25] Parameters needed by the internal unit include the pulse amplitude, pulse duration, pulse gap, active electrode, and return electrode that are used to define a biphasic pulse and the stimulation mode. An example of the commercial devices include Nucleus 22 device that utilized a carrier frequency of 2.5 MHz and later in the newer revision called Nucleus 24 device, the carrier frequency was increased to 5 MHz.[26] The internal unit in the cochlear implants is an ASIC (application-specific integrated circuit) chip that is responsible to ensure safe and reliable electric stimulation. Inside the ASIC chip, there is a forward pathway, a backward pathway, and control units. The forward pathway recovers digital information from the RF signal which includes stimulation parameters and some handshaking bits to reduce the communication error. The backward pathway usually includes a back telemetry voltage sampler that reads the voltage over a period of time on the recording electrode. The stimulator block is responsible to deliver predetermined current by external unit to the microelectrodes. This block includes a reference current and a digital to analog converter to transform digital commands to an analog current.[27]
Visual prosthesis
Theoretical and experimental clinical evidences suggest that direct electrical stimulation of the retina might be able to provide some vision to subjects who have lost the photoreceptive elements of their retina.[28] Therefore, visual prostheses are developed to restore vision for the blind by using the stimulation. Depending upon which visual pathway location is targeted for neural stimulation, different approaches have been considered. Visual pathway consists mainly of the eye, optic nerve, lateral geniculate nucleus (LGN), and visual cortex. Therefore, retinal, optic nerve and visual cortex stimulation are the three different methods used in visual prostheses.[29] Retinal degenerative diseases, such as retinitis pigmentosa (RP) and age-related macular degeneration (AMD), are two likely candidate diseases in which retinal stimulation may be helpful. Three approaches called intraocular epiretinal, subretinal and extraocular transretinal stimulation are pursued in retinal devices that stimulate remaining retinal neural cells to bypass lost photoreceptors and allow the visual signal to reach the brain via the normal visual pathway. In epiretinal approach, electrodes are placed on the top side of the retina near ganglion cells,[30] whereas the electrodes are placed under the retina in subretinal approaches.[31] Finally, the posterior scleral surface of the eye is the place in which extraocular approach electrodes are positioned. Second Sight and the Humayun group at USC are the most active groups in the design of intraocular retinal prostheses. The ArgusTM 16 retinal implant is an intraocular retinal prosthesis utilizing video processing technologies. Regarding to the visual cortex stimulation, Brindley, and Dobelle were the first ones who did the experiments and demonstrated that by stimulating the top side of the visual cortex most of the electrodes can produce visual percept.[11] More recently Sawan built a complete implant for intracortical stimulation and validated the operation in rats.[32]
LGN, which is located in the midbrain to relay signals from the retina to the visual cortex, is another potential area that can be used for stimulation. But this area has limited access due to surgical difficulty. The recent success of deep brain stimulation techniques targeting the midbrain has encouraged research to pursue the approach of LGN stimulation for a visual prosthesis.[33]
Cardiac electrostimulation devices
Implantable pacemakers were proposed for the first time in 1959 and became more sophisticated since then. The therapeutic application of pacemakers consists of numerous rhythm disturbances including some forms of tachycardia (too fast a heart beat), heart failure, and even stroke. Early implantable pacemakers worked only a short time and needed periodic recharging by an inductive link. These implantable pacemakers needed a pulse generator to stimulate heart muscles with a certain rate in addition to electrodes.[34] Today, modern pulse generators are programmed non-invasively by sophisticated computerized machines using RF, obtaining information about the patient's and device's status by telemetry. Also they use a single hermetically sealed lithium iodide (LiI) cell as the battery. The pacemaker circuitry includes sense amplifiers to detect the heart's intrinsic electrical signals, which are used to track heart activity, rate adaptive circuitry, which determine the need for increased or reduced pacing rate, a microprocessor, memory to store the parameters, telemetry control for communication protocol and power supplies to provide regulated voltage.[35]
Stimulation microelectrode technologies
Microelectrodes are one of the key components of the neurostimulation, which deliver the current to neurons. Typical microelectrodes have three main components: a substrate (the carrier), a conductive metal layer, and an insulation material. In cochlear implants, microelectrodes are formed from platinum-iridium alloy. State-of-the-art electrodes include deeper insertion to better match the tonotopic place of stimulation to the frequency band assigned to each electrode channel, improving efficiency of stimulation, and reducing insertion related trauma. These cochlear implant electrodes are either straight or spiral such as Med El Combi 40+ and Advanced Bionics Helix microelectrodes respectively. In visual implants, there are two types of electrode arrays called planar type or three dimensional needle or pillar type, where needle type array such as Utah array is mostly used for cortical and optic nerve stimulations and rarely used in retinal implants due to the possible damage of retina. However, a pillar-shaped gold electrode array on thin-film polyimide has been used in an extraocular implant. On the other hand, planar electrode arrays are formed from flexible polymers, such as silicone, polyimide, and Parylene as candidates for retinal implants. Regarding to DBS microelectrodes an array, which can be controlled independently, distributed throughout the target nucleus would permit precise control of the spatial distribution of the stimulation, and thus, allow better personalized DBS. There are several requirements for DBS microelectrodes that include long lifetime without injury to the tissue or degradation of the electrodes, customized for different brain sites, long-term biocompatibility of the material, mechanically durable in order to reach the target without being damaged during handling by the implant surgeon, and finally uniformity of performance across the microelectrodes in a particular array. Tungsten microwire, iridium microwires, and sputtered or electrodeposited[36] Platinum-iridium alloy microelectrodes are the examples of microelectrode used in DBS.[11] Silicon carbide is a potential interesting material for realizing biocompatible semiconductor devices.[37]
History
The primary findings about neurostimulation originated from the idea to stimulate nerves for therapeutic purposes. The 1st recorded use of electrical stimulation for pain relief goes back to 46 AD, when Scribonius Largus used torpedo fish (electric ray) for relieving headaches.[38] In the late 18th century, Luigi Galvani discovered that the muscles of dead frog legs twitched when struck by direct current on the nervous system.[39] The modulation of the brain activity by electrical stimulation of the motor cortex in dogs was shown in 1870 that resulted in limb movement.[40] From the late 18th century to today many milestones have been developed. Nowadays, sensory prosthetic devices, such as visual implants, cochlear implants, auditory midbrain implants, and spinal cord stimulators and also motor prosthetic devices, such as deep brain stimulators, Bion microstimulators, the brain control and sensing interface, and cardiac electro-stimulation devices are widely used.[11]
In 2013 the British pharmaceutical company GlaxoSmithKline (GSK) coined the term "electroceutical" to broadly encompass medical devices that use electrical, mechanical, or light stimulation to affect electrical signaling in relevant tissue types.[41][42] Clinical neural implants such as cochlear implants to restore hearing, retinal implants to restore sight, spinal cord stimulators for pain relief or cardiac pacemakers and implantable defibrillators are proposed examples of electroceuticals.[41] GSK formed a venture fund and said it would host a conference in 2013 to lay out a research agenda for the field.[43] A 2016 review of research on interactions between the nervous and immune systems in autoimmune disorders mentioned "electroceuticals" in passing and quotation marks, referring to neurostimulation devices in development for conditions like arthritis.[44]
Research
In addition to the enormous usage of neurostimulation for clinical applications, it is also used widely in laboratories started dates back to 1920s by people like Delgado who used stimulation as an experimental manipulation to study basics of how the brain works. The primary works were on the reward center of the brain in which stimulation of those structures led to pleasure that requested more stimulation. Another most recent example is the electrical stimulation of the MT area of primary visual cortex to bias perception. In particular, the directionality of motion is represented in a regular way in the MT area. They presented monkeys with moving images on screen and monkey throughput was to determine what the direction is. They found that by systematically introducing some errors to the monkey's responses, by stimulating the MT area which is responsible for perceiving the motion in another direction, the monkey responded to somewhere in between the actual motion and the stimulated one. This was an elegant use of stimulation to show that MT area is essential in the actual perception of motion. Within the memory field, stimulation is used very frequently to test the strength of the connection between one bundle of cells to another by applying a small current in one cell which results in the release of neurotransmitters and measuring the postsynaptic potential.
Generally, a short but high-frequency current in the range of 100 Hz helps strengthening the connection known as long-term potentiation. However, longer but low-frequency current tends to weaken the connections known as long-term depression.[45]
See also
References
- 1 2 Hallett M (July 2000). "Transcranial magnetic stimulation and the human brain". Nature. 406 (6792): 147–50. Bibcode:2000Natur.406..147H. doi:10.1038/35018000. PMID 10910346. S2CID 4413567.
- ↑ Nitsche, Michael A.; Cohen, Leonardo G.; Wassermann, Eric M.; Priori, Alberto; Lang, Nicolas; Antal, Andrea; Paulus, Walter; Hummel, Friedhelm; Boggio, Paulo S.; Fregni, Felipe; Pascual-Leone, Alvaro (2008). "Transcranial direct current stimulation: State of the art 2008". Brain Stimulation 1 (3): 206–23.
- ↑ Medtronic, Minneapolis, MN, U.S.A.
- ↑ Jobst BC, Darcey TM, Thadani VM, Roberts DW (July 2010). "Brain stimulation for the treatment of epilepsy". Epilepsia. 51 (Suppl 3): 88–92. doi:10.1111/j.1528-1167.2010.02618.x. PMID 20618409.
- ↑ Ansarinia M, Rezai A, Tepper SJ, et al. (July 2010). "Electrical stimulation of sphenopalatine ganglion for acute treatment of cluster headaches". Headache. 50 (7): 1164–74. doi:10.1111/j.1526-4610.2010.01661.x. PMID 20438584. S2CID 205683727.
- ↑ Damestani, Yasaman (2013). "Transparent nanocrystalline yttria-stabilized-zirconia calvarium prosthesis". Nanomedicine. 9 (8): 1135–8. doi:10.1016/j.nano.2013.08.002. PMID 23969102. • Explained by Mohan, Geoffrey (September 4, 2013). "A window to the brain? It's here, says UC Riverside team". Los Angeles Times.
- ↑ Kringelbach ML, Jenkinson N, Owen SL, Aziz TZ (August 2007). "Translational principles of deep brain stimulation". Nat. Rev. Neurosci. 8 (8): 623–35. doi:10.1038/nrn2196. PMID 17637800. S2CID 147427108.
- ↑ Pape T, Rosenow J, Lewis G, Ahmed G, Walker M, Guernon A, Roth H, Patil V. (2009). Repetitive transcranial magnetic stimulation-associated neurobehavioral gains during coma recovery, Brain Stimul, 2(1):22–35. Epub 2008 Oct 23.
- ↑ Skaribas I.M.; Washburn S.N. (January 2010). "Successful treatment of charcot-marie-tooth chronic pain with spinal cord stimulation: A case study". Neuromodulation. 13 (3): 224–8. doi:10.1111/j.1525-1403.2009.00272.x. PMID 21992836. S2CID 8035147.
- ↑ Melzack R, Wall PD (November 1965). "Pain mechanisms: a new theory". Science. 150 (3699): 971–9. Bibcode:1965Sci...150..971M. doi:10.1126/science.150.3699.971. PMID 5320816.
- 1 2 3 4 Greenbaum, Elias S.; David Zhou (2009). Implantable Neural Prostheses 1: Devices and Applications. Biological and Medical Physics, Biomedical Engineering. Berlin: Springer. ISBN 978-0-387-77260-8.
- ↑ Wagner, Fabien B.; Mignardot, Jean-Baptiste; Le Goff-Mignardot, Camille G.; Demesmaeker, Robin; Komi, Salif; Capogrosso, Marco; Rowald, Andreas; Seáñez, Ismael; Caban, Miroslav; Pirondini, Elvira; Vat, Molywan; McCracken, Laura A.; Heimgartner, Roman; Fodor, Isabelle; Watrin, Anne; Seguin, Perrine; Paoles, Edoardo; Van Den Keybus, Katrien; Eberle, Grégoire; Schurch, Brigitte; Pralong, Etienne; Becce, Fabio; Prior, John; Buse, Nicholas; Buschman, Rik; Neufeld, Esra; Kuster, Niels; Carda, Stefano; von Zitzewitz, Joachim; Delattre, Vincent; Denison, Tim; Lambert, Hendrik; Minassian, Karen; Bloch, Jocelyne; Courtine, Grégoire (1 November 2018). "Targeted neurotechnology restores walking in humans with spinal cord injury". Nature. 563 (7729): 65–71. doi:10.1038/s41586-018-0649-2.
- ↑ Hofstoetter, Ursula S.; Freundl, Brigitta; Danner, Simon M.; Krenn, Matthias J.; Mayr, Winfried; Binder, Heinrich; Minassian, Karen (1 February 2020). "Transcutaneous Spinal Cord Stimulation Induces Temporary Attenuation of Spasticity in Individuals with Spinal Cord Injury". Journal of Neurotrauma. 37 (3): 481–493. doi:10.1089/neu.2019.6588.
- ↑ Hofstoetter, Ursula S.; Freundl, Brigitta; Lackner, Peter; Binder, Heinrich (8 April 2021). "Transcutaneous Spinal Cord Stimulation Enhances Walking Performance and Reduces Spasticity in Individuals with Multiple Sclerosis". Brain Sciences. 11 (4): 472. doi:10.3390/brainsci11040472.
- ↑ Ladenbauer, Josef; Minassian, Karen; Hofstoetter, Ursula S.; Dimitrijevic, Milan R.; Rattay, Frank (December 2010). "Stimulation of the Human Lumbar Spinal Cord With Implanted and Surface Electrodes: A Computer Simulation Study". IEEE Transactions on Neural Systems and Rehabilitation Engineering. 18 (6): 637–645. doi:10.1109/TNSRE.2010.2054112.
- ↑ Danner, Simon M.; Hofstoetter, Ursula S.; Ladenbauer, Josef; Rattay, Frank; Minassian, Karen (March 2011). "Can the Human Lumbar Posterior Columns Be Stimulated by Transcutaneous Spinal Cord Stimulation? A Modeling Study". Artificial Organs. 35 (3): 257–262. doi:10.1111/j.1525-1594.2011.01213.x.
- ↑ Danner, Simon M.; Hofstoetter, Ursula S.; Freundl, Brigitta; Binder, Heinrich; Mayr, Winfried; Rattay, Frank; Minassian, Karen (March 2015). "Human spinal locomotor control is based on flexibly organized burst generators". Brain. 138 (3): 577–588. doi:10.1093/brain/awu372.
- ↑ Minassian, Karen; Persy, Ilse; Rattay, Frank; Dimitrijevic, Milan R.; Hofer, Christian; Kern, Helmut (March 2007). "Posterior root–muscle reflexes elicited by transcutaneous stimulation of the human lumbosacral cord". Muscle & Nerve. 35 (3): 327–336. doi:10.1002/mus.20700.
- ↑ Danner, Simon M.; Krenn, Matthias; Hofstoetter, Ursula S.; Toth, Andrea; Mayr, Winfried; Minassian, Karen (21 January 2016). "Body Position Influences Which Neural Structures Are Recruited by Lumbar Transcutaneous Spinal Cord Stimulation". PLOS ONE. 11 (1): e0147479. doi:10.1371/journal.pone.0147479.
- ↑ Binder, Veronika E.; Hofstoetter, Ursula S.; Rienmüller, Anna; Száva, Zoltán; Krenn, Matthias J.; Minassian, Karen; Danner, Simon M. (26 November 2021). "Influence of Spine Curvature on the Efficacy of Transcutaneous Lumbar Spinal Cord Stimulation". Journal of Clinical Medicine. 10 (23): 5543. doi:10.3390/jcm10235543.
- ↑ Jürgens, TP; Leone, M (Jun 2013). "Pearls and pitfalls: neurostimulation in headache". Cephalalgia: An International Journal of Headache. 33 (8): 512–25. doi:10.1177/0333102413483933. PMID 23671249. S2CID 42537455.
- ↑ Schoenen, J; Roberta, B; Magis, D; Coppola, G (29 March 2016). "Noninvasive neurostimulation methods for migraine therapy: The available evidence". Cephalalgia: An International Journal of Headache. 36 (12): 1170–1180. doi:10.1177/0333102416636022. PMID 27026674. S2CID 6812366.
- ↑ House WF, Urban J (1973). "Long term results of electrode implantation and electronic stimulation of the cochlea in man". Ann. Otol. Rhinol. Laryngol. 82 (4): 504–17. doi:10.1177/000348947308200408. PMID 4721186. S2CID 19339967.
- ↑ An SK, Park SI, Jun SB, et al. (June 2007). "Design for a simplified cochlear implant system". IEEE Trans Biomed Eng. 54 (6 Pt 1): 973–82. doi:10.1109/TBME.2007.895372. hdl:10371/7911. PMID 17554817. S2CID 7979564.
- ↑ Nikolayev, Denys; Joseph, Wout; Zhadobov, Maxim; Sauleau, Ronan; Martens, Luc (13 March 2019). "Optimal Radiation of Body-Implanted Capsules". Physical Review Letters. 122 (10): 108101. Bibcode:2019PhRvL.122j8101N. doi:10.1103/PhysRevLett.122.108101. hdl:1854/LU-8611129. PMID 30932680.
- ↑ P. Crosby, C. Daly, D. Money, and et al., Aug. 1985, " Cochlear implant system for an auditory prosthesis," United States Patent 4532930.
- ↑ Ghovanloo M.; Najafi K. (December 2004). "A modular 32-site wireless neural stimulation microsystem". IEEE J. Solid-State Circuits. 39 (12): 2457–66. Bibcode:2004IJSSC..39.2457G. CiteSeerX 10.1.1.681.6677. doi:10.1109/jssc.2004.837026.
- ↑ Clausen J (1955). "Visual sensations (phosphenes) produced by AC sine wave stimulation". Acta Psychiatr Neurol Scand Suppl. 94: 1–101. PMID 13258326.
- ↑ Weiland J.D.; Humayun M.S. (July 2008). "Visual prosthesis". Proceedings of the IEEE. 96 (7): 1076–84. doi:10.1109/JPROC.2008.922589. S2CID 21649550.
- ↑ Humayun MS, de Juan E, Dagnelie G, Greenberg RJ, Propst RH, Phillips DH (January 1996). "Visual perception elicited by electrical stimulation of retina in blind humans" (PDF). Arch. Ophthalmol. 114 (1): 40–6. doi:10.1001/archopht.1996.01100130038006. PMID 8540849.
- ↑ Chow AY, Chow VY (March 1997). "Subretinal electrical stimulation of the rabbit retina". Neurosci. Lett. 225 (1): 13–6. doi:10.1016/S0304-3940(97)00185-7. PMID 9143006. S2CID 22119389.
- ↑ Sawan, Mohamad. "Curriculum Vitae".
- ↑ Pezaris JS, Reid RC (May 2007). "Demonstration of artificial visual percepts generated through thalamic microstimulation". Proc. Natl. Acad. Sci. U.S.A. 104 (18): 7670–5. Bibcode:2007PNAS..104.7670P. doi:10.1073/pnas.0608563104. PMC 1863473. PMID 17452646.
- ↑ Elmvquist R.; Senning A. (1960). "Implantable pacemaker for the heart". In Smyth CN (ed.). Medical electronics. Paris: Iliffe & Sons.
- ↑ Warren J., Nelson J. (2000). "Pacemakers and ICD pulse generator circuitry". In Ellenbogen KA, Kay GN, Wilkoff BL (eds.). Clinical cardiac pacing and defibrillation (2nd ed.). Philadelphia: WB Saunders. pp. 194–216.
- ↑ "Microelectrodes".
- ↑ Saddow SE (2011). Silicon Carbide Biotechnology: A Biocompatible Semiconductor for Advanced Biomedical Devices and Applications. Elsevier LTD. ISBN 978-0-12385-906-8.
- ↑ Jensen JE, Conn RR, Hazelrigg G, Hewett JE (1985). "The use of transcutaneous neural stimulation and isokinetic testing in arthroscopic knee surgery". Am J Sports Med. 13 (1): 27–33. doi:10.1177/036354658501300105. PMID 3872082. S2CID 19217534.
- ↑ Weisstein, Eric W. (2002). "Galvani, Luigi (1737–1798)". Eric Weisstein's World of Scientific Biography. Wolfram Research.
- ↑ Fritsch G.; Hitzig E. (1870). "Uber die elektrische Erregbarkeit des Grosshirns". Arch. Anat. Physiol. 37: 300–332.
- 1 2 Moore, Samuel (29 May 2015). "The Vagus Nerve: A Back Door for Brain Hacking". IEEE Spectrum. Retrieved 4 June 2015.
- ↑ Famm, Kristoffer; Litt, Brian; Tracey, Kevin J.; Boyden, Edward S.; Slaoui, Moncef (10 April 2013). "Drug discovery: A jump-start for electroceuticals". Nature. 496 (7444): 159–161. Bibcode:2013Natur.496..159F. doi:10.1038/496159a. PMC 4179459. PMID 23579662.
- ↑ Solon, Olivia (28 May 2013). "Electroceuticals: swapping drugs for devices". Wired UK.
- ↑ Reardon, Colin (October 2016). "Neuro-immune interactions in the cholinergic anti-inflammatory reflex". Immunology Letters. 178: 92–96. doi:10.1016/j.imlet.2016.08.006. PMID 27542331.
- ↑ Interview with Dr. J. Manns, Emory University, Oct. 2010