I'm Pamela Bhatti and I'm a professor in the school of Electrical and Computer Engineering. And my roots are actually in violence in the area and I had an undergraduate degree of bio engineering and I worked in the pharmaceutical industry for a while in the ninety's. So late mid eighty's early ninety's so I guess I'm dating myself a bit and. After being in the biomedical engineering domain I really felt that I wanted to build skill intellectual engineering so I worked in industry for some time before getting my Ph D. at Motorola as well as a software startup and. I don't know about you but for me there's nothing like a software startup to motivate you to go get a Ph D. and things that are really active in gauging where you get to call the shots. So my Ph D. is in micro lecture and mechanical systems and basically it's a field where you leverage the same technologies the same methods that you use to make integrated circuits. You can develop novel neural interface technologies. So that's the memes piece in my talk and I'm very in gauged in how we can take the men. And marry that to the neural interface as well as taking it one step further and trying to translate memes based technologies into the clinical setting. So the two main applications that I'll talk about today are in the auditory and vestibular systems and I think I'm going to turn off the lights because I think the slides will show up a little bit better. Thanks for my help are here. And feel free to stop me as I go because this is an interesting crowd because I'll probably give you maybe too much biology and maybe less of the engineering of the electrical engineering piece. So. I'm also involved over at Emory with the clinical and translational Sciences Institute and it's really a nice way for those who are interested at Georgia Tech in looking at translating their work in the clinical setting and building skills so there is a program where you can obtain a certificate certified certificate in translational science. So I like to give a broad overview of what our lab does so in the center here our target is biomedical Microsystems and Neuromodulation devices. But that involves a whole host of more I would say engineering type technologies with the signal processing circuit design and the implantable Di any implantable device we have the wireless communication aspect power battery all very very critical components and then we move over to the neural engineering side where we directly interface with neural tissue and that involves validating it in human models as well as testing it out as well as we can and given my research focus. I do a lot of work with folks and a little are involved speech and hearing as well as. Rehab medicine. So I'll start with the Coakley or prostheses work and that I like to begin with because I think it's much easier to understand the interface and you probably all know that this is a technology that provides a sensation of sound to individuals who have severe to profound sensory neural hearing loss by directly stimulated stimulating auditory nerves. And there. This is a very prevalent device. Over two hundred thousand individuals are you have an implant world. Wide and the age range is very very broad in the U.S. we implant children as young as nine months and in other parts were primarily Europe they go though implant as young as six months and. Does anyone have an idea why we want might want to implant very young children. Exactly so. So they can learn to speak and establish neural pathways neural plasticity So we have a formative period in our first nine months. And if we don't engage the auditory system. We will lose or severely impact kind of the the learning curve for language. And I work with pediatric totaller and college of silver at Emory and he's very very pro implanting young children. On the altar side there's folks in the community who feel that we're forever changing them and they don't believe that young children should be implanted so it's a somewhat controversial issue. So. People with implants can do very very well. Scores of nearly a hundred percent speech recognition in quiet environments and the challenges in noisy settings where you have multiple talkers coming at you from different positions in space. So there's a lot of effort on the signal processing side on how to improve implants in terms of capturing that auditory information becoming more and more common our bilateral implants where they're implanting both sides for an individual and I have a student who worked in my lab and during the course of time in my lab she went from one to two implants and it was very interesting because she said that when she got the second implant they turned off the. First to see how she could come up to speed. So I'll talk a little bit more about how these devices work. So stepping through the purple out atory system we capture sound and we excuse me conduct it to the middle ear where we have loops where we have these three are these three bones that form the a secular chain and it's very fascinating because going from the ear drum to the inner ear. We've got a gain of twenty D.B. so the ears of beautiful filter. It's a beautiful mechanical filter the middle ear. Once we go from the middle ear we have an interesting challenge of matching impedances because the middle ear is we have air and the inner ear where the Coakley or asides is filled with fluid. So it's a fluid filled chamber and traveling waves are set up in that chamber to depolarize nerve fibers. So I'm looking more closely. So if you start here at the top. I've just taken a wedge out of the Coakley area. And it's a multi chamber device. So now let's take that wedge and look directly at the sensors that transduced mechanical energy to electrical energy the hair cells here. And so this membrane called the basil or membrane is a very very beautifully designed mechanical structure so as the traveling waves move through the Coakley. This membrane moves up and down. And this motion then deflects these outer hair cells which then get connected to the inner hair cells. So a series of electro chemical reactions occur that essentially translate these mechanical deflections into neural impulses carry through these per four processes of all. Dettori nerve fibers. So the beauty in this from an engineering standpoint is if we take this membrane. And we look down on it kind of looking down on a. Cinnamon bun or something we see that it's spiralling structure makes it sensitive in a frequency the placemats being so we're more sensitive to high frequencies here at the onset of the Coakley as at the base of the Coakley as you come in. It's a stiffer membrane. And as you spiral towards the top of the cold clear we are more sensitive to low frequencies and so we can resolve to a first order. To first order we can resolve frequency to place and this is pivotal and how will Coakley or prosthesis functions. So. Sensory neural hearing loss of. What I started with in terms of the candidates for Coakley are implants. They have lost hair cell function and so what I'm showing here is the top of the hair so the stereo cilia on the hair cell which deflect and on the right hand side we have. Damage hair cells on the left hand side we have a healthy hair cells. So there's a variety of reasons that can lead to hair cell loss or damage there can be a congenital defect bacterial or viral infections as well as acoustic trauma. So a lot of folks in the military have sensory neural hearing loss because they've been on aircraft carriers been exposed to these and so what we lose this ability to translate electrical to mechanical energy. We have her cell. We have hearing last. So the nice. I guess quote unquote nice thing in the. Story is that while we have damage to hair cells there is the ability to conduct electrical energy in the neural pathways and so that's exactly what a cold clear implant does the hair cells have been lost but some also prefer processes. But however the Coakley or nerve response. And stepping through a Coakley or prosthesis if we start on the external portion. Job of the signal processor so we capture sound through a microphone one or more. So the more advanced devices have multiple microphones. So they can try to capture directional information. And those are translated that information is translated into a series of voltages essentially and the external speech processor here. Makes it really makes what it does is it decides what information is important for speech or music and that's a bit more advanced but it's very sophisticated the first. Well currently the external speech processor is have four D.S.P. cores in them. So a lot of engineering goes in the external speech processor and these algorithms has evolved over time and what I've shown here is the most commonly used speech processing algorithm and essentially it distills out or it breaks frequency into sixteen to twenty two spectral bands. It filters the energy. So it filters those bands so it can pick out the energy because you have frequency. So you've taken our wealth of sound and picked out some frequencies. Now for each frequency. How do we simulate the auditory nerve. So we pick out the energy of that signal and that. Energy level is used to control the current level. That stimulates auditory nerve fibers. So if we you know all that information or all those decisions are made externally and transmitted wirelessly to an implanted receiver stimulator here. Shown as number five. So from that implanted receiver stimulator pulses are delivered to our Dettori excuse me to the Coakley listed as number six here where we've now taken frequency and were hitting specific frequencies in the Coakley via the position of the electrodes on the electrode array. So looking a little more closely at the electrode a ray. This is the one method to target the vestibular nerve with this much spectral information as we can. So I'm a little cheat a little bit because I've done so much work on the periphery that ultimately it's a perception. So you need sound from as many sources as possible and how do you form that image centrally of the sound so the goal here is well if we can improve the connection through the periphery. We can provide as much richness to the auditory system and the auditory system can then provide the person perception of sound so this is an older electrode array the black are the. Electrodes so the banded design. And it's inserted into the scale attempt any of the bottom chamber here of the Coakley. Most electrodes or rays do not go all the way up to that to the tip to the apex we have two and a half turns in the human Coakley. And while I've discussed the frequency to place math the. That's how the membrane is designed but in terms of resolving those neurons that we can simulate once we get up to the apex we lose some of that and that's one reason why cochlear implants the electrode ray does not go all the way to the top the other reason is it's actually really hard to insert an electrode array and imagine that you need to insert this device. However you want to less trauma as you can introduce into the Coakley A because you're really you're after maintaining this neural population because that's your conduit to the auditory system. So let me play a few audio clips. I hope this works well to give you a sense of how a cochlear implant works. So what we've done is we've taken in the speech processing algorithm. We've distilled out the auditory signal and then we've then remakes it as an auditory sound signal for us to appreciate. The stimulation aspect. Such. Try. Can hear. So these sentences. Should Show Up to two more. She. So. How many of the sentences do you think you got. None. So I was asking how many of those sentences was at the volume Well look I can reply I am no. So these are these are sentences that are provided during the speech recognition test and I was hoping. Often when individuals hear these those of us who hear these after hearing a few we can recalibrate to this poorly spectral represented information and listen to the sentences but clearly it's shifted in frequency from what it's it's more robotic a little bit uncomfortable but what's impressive is a cochlear implants cochlear implant users can make this is an analogy but they can make an electrical input provide this and use an image to them an auditory image. So I'm going to move to music on this. Let me. This one I can play a little bit longer. So hopefully it will have more of an impact. So this is just music. So you heard instrumental in voice right. OK So let me play and get my miles here let me play the song. So courtesy of John Lennon. We've got a long ways to go. We really have a long ways to go and that's why I continue to do a lot of this research while really good performers can gain a lot. We have a huge range of levels of perception Coakley or imply users would like to hear much more of the world around them and another piece that I didn't mention is that. Tonal languages so Mandarin Chinese jobby there's a whole host of languages that need a different way of expressing or they need. Basically they need a different selection method. For providing that spectral input to them. And so the work that I've been doing in my lab is going for some time is enhanced seeing that spectral content in that's through electrode or a development. So to first order and those who work. There's always this big debate in Coakley or in the Coakley or implant world. So I get in a lot of trouble when I go on and on and on about the periphery and how if we improve the periphery. You know that's all we need. That's not true. It's not true. We really need. There's a range of users but for poor people who have a poor. And you want to use the word poor but they're more challenge to with a Coakley or a plant they can benefit from improving the periphery. There's individuals who do well was just eight channels meaning that you don't need as many electrodes you don't need as much they don't need as much spectral content somehow and they'll do fine. So when you have more electrodes what you can get and what you can benefit from and what this represents is how we engage So here are you know hair cells of the cell bodies and we're trying to engage we're trying to activate these neurons. So if we can refine that activation through more like your own. Space more closely together. We can make the claim that we can respond. We can further restrict that spectral information and this becomes important in music as well as hopefully looking towards timing because when I talked about bandpass filter ing and doing the rectification a lot of timing information is lost. So that's another critical piece. So if we can activate a more distinct neural segment of the neural population for those who have a spine kind of a more sparse neural pattern we have a better chance of activating them. Furthermore as we age we will we will experience hair salons so if you put imagine you're implanting a one year old you want that electrode array to be there for the duration and if you can improve the signal processing. But then the electrode are really can't match or cannot adapt to that signal processing you're not going to help the individual. So that's another reason why we feel and clinicians are really really pro. High channel count. I've never had a clinician tell me I want fewer electrodes. So and the other piece is that if you have more imagine. Some of us have had so much haven't. If you have more point sources. If you think about it that way you have more ways to engage the neural Pollak population through more sophisticated stimulation paradigms it's not just a single lecture It's multi electro so you can do. Wave shaping as well. And current steering and what you're after is engaging the neural population that's all that this is about. So this is some of the earlier work that I did. At the University of Michigan when I pursued my Ph D. degree so I worked on the electrode array itself. And we built this is sized for guinea pigs so we built a fully implantable system and back here is a microcontroller with the D.S.P. core here. And so this is a nice demonstration of a technology and it's for an animal model but it's a it's a Palm Eric cable here. It's a seven channel cable that went to the electrode array and we moved. Instead of having an implanted receiver stimulator remote from the electrode away. We moved all the stimulation on the back end of the array. This is a silicon based device so we leverage the technology of making integrated circuits. So that we could more precisely place the electrodes so the current way of the current technology all these devices are made by hand. Three main in three main manufacturers in the world and every every manufacturer makes electrode area by hand and the electrodes are placed in a mold and soldered. So this is a way to use integrated circuit based method so that you can make multiple many many devices honest. Single wafer You can also dramatically scaled down the electrode sites. What happens is you can scale down the sides. However you have you have now you're battling a little bit with a thin thin thin film. So it's we have a secure area here at the back end because we need to do signal transfer and you need something stiffer when you're bonding to the back and to the leads here but the thin portion that can go and spiral in the Coakley are is only about you know this one is a fourteen Micron base but it's probably about a four a four microns weakness for the insertion portion and what we did is we scaled down the stimulating sites. Dramatically in place them two to three times more closely than existing arrays. So this two hundred fifty microns space is at least twice as close. And so I won't go through all the details here but the nice thing about using the silicon based technology is that we can make a shallow and deep portion and when I say Boron it's just Boron silicon and then the beauty in that technology in Michigan is that the boron serves us in at stop. So essentially it tells you where to stop eating through the silicon and you can make some really interesting structures. So this devices are layered so on top of the silicon we have metal traces dielectrics for insulation and. Using the. The stimulating site here. Most all commercial devices are made of platinum and we move to radium So imagine if you scale down the the electrode Let's move to the electrode here. If you. Scaled down the electrode size. That's all the space you have to do these nice reversible electro chemical reactions of the electrode electrolyte interface in the tissue. So if you scale it down but you still need to depolarize nerve fibers then you're you're challenged with improving the electrode electrolyte interface so we moved to radium oxide it's it's more challenging to work with because you need to activate Iridium oxide which means you need to build this and hydrous layer. So you can have more valence transitions and and basically do more charge transfer. So it's a little different. Now this is the electrode or a that we tested in the guinea pig and on the bottom here I put a representative commercial array. So in terms of the area we've gone down quite a bit from the radio. Mark side. Excuse me from the platinum to the radio mock site. So once you do that we wanted to see well are we are we. Stimulating nerve fibers and we did this in a guinea pig model and we first did monopole or simulation which just said he would know monopole or stimulation is a couple. Yes. So one electrode site internally so in the Coakley and then a return electrode So you need to have over a term past in the animal model. So we found that we were on par with commercial technologies so we wanted to benchmark our new method with existing methods Bi-Polar make sense right. Two sites two colinear sites in the. Coakley. And what we did is we stepped through closer and we went further and further apart and as you go. Further apart. It takes less courage so bipolar while it restricts the field. It's a more energy hungry strategy. So. I guess I've got a back up for a second before I go into my newer technology so the silicon was great in terms of micro fabrication. But in terms of putting any torsion on a silicon array you break it. And it does it Has anyone worked with silicon arrays in their own Nexus probes here. You'll feel that you know you'll know my pain if you've worked with them so you know if you think of a plane or you know it's a silicon wafer and now you want to twist it and turn it. That's trouble. You can. You know do a lot in plain stuff so still great from memes not so great for electrode arrays that need to twist and torque. So once I came here I was on this this. Path to improve the electrode or a so we went to polymers because polymers are much more flexible probably more challenged in terms of long in tissue. So we went to. We started working with folks said Georgia Regents Medical College of Georgia because they wanted to start doing more research with their residence. So I said well let's try to make a poem Eric or a. And that's not so hard but getting it into the cold glue it is so we look for technologies or ways to introduce the electrode array into the Coakley and so on the top here what I was showing is that the film or a made of quality of it. And our first step was well you know why don't we try to mate our way with existing methods with commercial arrays so mad L. Coakley or implant company in Austria was able to take these are nonfunctional arrays. These are two types and insertion test device and. An insertion electrode So what they've done for us is what they did for us is they gave us the silicone in the top one this is kind of a weird device and no surgeon uses it even though they make it. It has a stopper. It's to assert into the cold clear before you put in the real electorate or a. Surgeons don't use those because that can introduce trauma and also via imaging vill know what the path is in inside the Coakley or for placing the array. Then the less we use that to try to we use that as a vehicle so we essentially glued our thin film arrays on to these two. Silicone silicone based devices. So. We had mixed results. And we introduce these into human cadavers. So through either the round window or by drilling a hole in the cold clear and so I probably should point out what you're seeing here because that may distract you. This is the silicone from the the carrier those two devices a gave us. And what we did is we glued our array Here's the gold Those are you can see the interconnect there and this is an example of the array Coming Apart from the insertion device and penetrating the vascular membrane so that none of this is good. This is not how you want to go. So we found mixed results also this is a bit strange is that we had an implanted controls and twenty nine percent of them exhibited in their insertion trauma. So suggesting that probably the method of assessing trauma is a bit confounded if something that had no electrode or a exhibited trauma. So we said this is probably not the way to go but we need to bolster we need to strengthen these electrode arrays and so we thought. Thought about it he said Well. You know. OK let's just try to put some Let's just try to paint it with silicone so you can buy silicone so rather than taking two pieces and putting them together where you know they're coming apart just take the electrode ray and code it nicely called it was silicone and see if that does the trick. And so this is an example of a really really nice. Holder I guess to make to apply the silicone it he said to the thin film array. And I like to put this here because sometimes as engineers we get all excited and think well this is what the clinician needs they need an array that spent because the Coakley has spent you know the first turn coming out of that first turn and so. It's fairly comical because here we are bending our arrays and thinking that will help. And making this nice pretty you know here's a silicone on the ridge and I wanted to show this just to give you a sense of the interconnect how we do the signal transfer which is not really elegant but gets the job done. So when the surgeons inserted them into the cadaver the human cadavers they said we can put these in because they're bent and we're used to dealing with straight arrays or having a stylus which helps the Rays pretty curved but as they insert it they pull on the stylus that releases e-re So they said Don't don't don't prick her love for us we don't like this and we had a Caesar resident projects we had a new resident on it. So we saw a lot of insertion trauma. We also implanted into a completely different structure so. We said fine. We won't curl them will just paint them with the silicone and we saw a very very good. Good results with this with this approach. We did this in the cat so we're looking at a life prep to see how well we could do polarize auditory nerve fibers we only saw one D. lamination meaning that the silicone separated from the array. And to move along a little bit more quickly the research or the experiment that we did is we first. So this depicts a system level or a block diagram level how we do these experiments so we start with an intact auditory system. And we apply acoustic input to validate that we are seeing a response. So we were measuring in the auditory brainstem response which is something you can measure out externally. And then we come in and we damage the her cells with an antibiotic the same antibiotic that can cause her so loss in humans and then we came in with an electrical impulse. So we applied charge balanced by Faiza current pulses so the same amount of. Charge you put in the tissue you need to take back out and then we looked at the response. So number one you want to get a response. So this is a representative auditory brainstem response. The first you know you see this big jump here if anyone's done electrical stimulation you see the stimulation artifact and then you start really listening so this is a triple peaked evoked auditory response. So number one we saw a response great. And number two. Well how much current is it taking are we on par and again we we did pretty well one hundred seventy migrants commercial stimulators only go up to two million apps which is really really high so about you know three three hundred micro have says where you want to be maximum in terms of what it takes to stimulate auditory tissue. So those results were promising. Enough that we were continue. Going to do this work. With the thin film arrays. So let me give you a sense of what a thin film array looks like inside the cat Coakley here. So I like this. So this because this is a micro C.T. image with fifty microns resolution and you can only put you know animal or extracted human. You can do this with a human being just because of the resolution and the radiation exposure but I like to show this because it's extremely rare that you're going to be able to resolve electrodes sites place two hundred microns two hundred fifty microns apart in a C.T. image. So this is then this is available to those of you doing animal studies it's at Emory so they will allow us to access that if you want to image some fine structures but highly recommended. So what that enabled us to do was take measurements from let me point out a few structures here. So this is the base will turn and you know if you have an electrode or a your target elements are in the middle of the central structure so we did pretty well during the implantation where we came close because if you back away at the at the lateral portion you lose the benefit of high density because you have to go so far in a way to stimulate the auditory nerve fibers that you're going to be spraying a lot of current into the Qalqilya. And just a representative two hundred fifty micron spacing so we could image the electrode a race. So moving on from the cold clear implant work where we are continuing to look at improving the electrode arrays is the vestibular bio system work and I think the. This is where we get the most translational And I think this is some of the most challenging work to understand. So what we're after is looking at the vestibular system so here's a coke Leah. And here's a vestibular system. So what is our vestibular system do so you know. Balance folks said Vallance and I I mean I don't really think about what my vestibular system is doing until I'm dizzy. One day. So it's really which this low key system and the moment you have a deficit is when you really really feel it and says it's different than the auditory system in that respect. And so we're looking at that both from an implantable way as well as externals So you know this is a very prevalent so dizziness is extremely prevalent forty percent of Americans and also in the aging population. This is a significant problem and balance you know if you if you have trouble with balance you're going to walk slower you're going to not want to do as much and it really impacts your quality of life and it's you know false or. You know a big problem in the elderly community as well. So Kim of the the good news on vestibular function and this is a lot of the work that I do with Emory is that you can train the vestibular system to compensate to overcome to engage other senses because it's very much a multi multi modal integration for the vestibular system. So that's often if you have the unilateral function dysfunction only one side you can kind of get the other side smarter but the bad news is those who have bilateral vestibular dysfunction. They have no therapeutic options at. So that's of a similar processes work that we do in our lab. So moving to the good news first is that this is an example of a series of exercises that a group. Susan Hermann around to said at Emory pioneered in that's where you can engage your. Visual system. To overcome a poor of a serial or signal and the nice thing about this research is that you can train individuals to overcome for this law to compensate for this loss the challenges you know although we say here seventy five percent improve with gay stabilisation exercises twenty five percent don't. And their theory is that while twenty five percent don't. Well we don't know if they're just not doing their exercises. We don't know if they're doing their exercises wrong. And so we've developed a really simple. Head motion monitoring device so I come back to my memes roots and get to use you know accelerometers and gyroscopes and measure head motion in a really simple low cost way. And we can get a nice signature a nice profile of what it individual is doing outside of the clinic. So there's a huge explosion really of cell phone based you know of a similar rehab devices and all these different tools but you know if you take an individual who's sixty five or seventy five and you say well what do you wear kind of the same path that you would when you're gardening and you know just turn it on and do your exercises. It's very low cost. They're much more agreeable than if you hand them a cell phone or tablet or something that is just too too much for them. So we're after low cost and simple. And so we do have a clinical study on putting these this pad on patients the other thing is that it helps. Normalize. P.T.S. because they've routinely they don't get this information unless a uses big very expensive system that they can't send home. So moving to the case where there are individuals who need a bilateral who have bilateral loss. We can develop a vestibular prosthesis the vestibular system is different in the sense that hair saw a loss. So the hair cells are the transducers But rather than modulating you're not. Stimulating place you're modulating rate. So if we can capture external head motion translate that into a neural signal and apply that to the vestibular nerve in a position specific way position meaning how we are moving in space then we can use a similar paradigm to Coakley or implants to offset vestibular loss. It's all speed up a little bit here in the interest of time. And so this is an example of the peripheral vestibular system. These are the hair cells and we have this amazing structure here called a coup people so our semi-circular canals that detect angular head motion in are in three points. It's deflection base. So we have this nice right from here occluding So we have a canal. We have this diaphragm and as we move the fluid in the canal is an inertial element so we move in the fluid lags and we bend these hair cells. We bend the steerer silly on these terror cells and we marginally the firing rate of this to Bill or neurons. So we just have a tonic rate at about one hundred hertz and if we can kind of modulation down marginally rate and the beauty of our system is we have two ears. So we modulator we can go up and down so we get that we can amplify the signal. And so what we've done in terms of looking at a vestibular prosthesis is to me. Challenges and one is that when you have inertial sensors and you implants them they're very power hungry. So what we did is we thought well how can we model this vestibular sensor as a member structure and I'll skip over that a little bit and so here's a representative semicircular canal so this is a first order hydrodynamic model and if we can get the same frequency response as well as deflection we can use that to code the angular head motion. Instead of using a gyroscope So our device is purely passive. And this is a little bit of modeling of it but I'm just going to skip to the memes piece and so I can close up pretty quickly. So you can make a vinyl emetic semicircular canal using a diaphragm and you can make that out of P.M.A. we did this with. Maxine McLean and we can make it as you weight mold so essentially you're making a similar structure to the to the semicircular canal and you have the kind of the you have the bendable element here and now you have to think about well how do I sense that so it's a capacitive based sensor. So one side the flex so the capacitance changes and you have a reference electrode So you're changing very similar demands a lot of memes devices you sense a change in capacitance I make it sound really easy but it's actually not very easy to get the sensitivity you need because men's devices are linear We linearize our world and memes. But you and I are not linear beings. So the cuckoo actually has a huge dynamic range and it's. One this is very much a work in progress. I was hoping my. Soon to graduate student would be here and he could talk a little bit about the signal processing aspect of that work. So we do circuit design in our lab. So we pretty much do it all we do memes signal processing and a lot of circuit design here on building the vestibular prosthesis. And I'm going to skip through this just a little bit and talk about. Well I think I just skip through all the circuit work here but I wanted to ignore all IJ the broad range of trainees that we have in our research group. Greg graduate students from Georgia Tech as well as Little earned dollars You residents and medical students which I think really in Rich's the work that we do so we can better translate that from the engineering domain to the medical domain as well as I've always really proud of the number of undergraduate students that have gone through our lab because they've really made some impressive contributions and two of those students are you hearing impaired. One is a Coakley or implant user and another uses hearing aids and we have a sign language interpreter during our group meetings. So that's all was pretty interesting for us to get that insight from these individuals. So I'd like to acknowledge the funding sources and assess and I ate as what is as well as a net L. Coakley or implant company lot of donations for us and close with the overview slide of how our group tries to integrate as much engineering as we can to meet the need in sensory neural and vestibular loss. Thank you. Any questions. Chris. And. So there's a lot of work. House here Institute was really Pari pioneering that. And so they're using thin film technology in implanting the auditory nerve. So while it's a less constrained environment the surgical approach is more difficult. The surgical approach getting to the auditory nerve is a bit more difficult. So you tell you about in the periphery or you're talking about further up in the auditory chain because. So in the theory of cool Occulus that we actually have the frequency to place mapping in terms of these layers. So they're doing in Faircloth Kilis they're implanting in the inferior click yes they were hoping to see a better resolution of frequency as well as lower the threshold because in the Coke. You brought it. I mean you hit the nail in the headers to your constrained years. You're not targeting the neurons as well as you could they have not seen that. They have not been able to drive gel you want to drive down threshold and you want to improve resolution and on both counts. They haven't seen it. I'm not sure why they're not resolving that. As well as they would like because they're implanting directly into the nerve or into the in for cool occulus. They're not getting the resolution that they need. Did you have a comment. Go ahead and. So I think. Ideally the further you go up the pathway. The less you have to do in a sense because there's levels of integration as you go up the pathway the challenge there is the surgical approach and the current paradigm is the closest place that you know you can activate the neurons the auditory nerve fibers is where you go. So the individuals who don't have so you may have a acoustic neuroma on the vestibular Coakley or nerve. So you can't conduct that information though so they try to implant further up. I think that as well as you try to improve the periphery. If you can't improve it in higher auditory centers you do have a loss but I think people are much more afraid because you know say two hundred thousand individuals are implanted with a Coakley or implant surgeons understand them better. There's a lot more data on them and so I think that's why there's it's so expensive for a company to take on the liability and I think that's why we tired. Try to mine the heck out of the periphery because it's less invasive and it's safe. But that's an important question because it's perception ultimately. Yes. So that's a really important question. There's a lot of analysts and I age finding in her cell regeneration. There's stem cell approaches. It's mixed. There's a few groups in the country doing some really novel work. They have been able to regenerate hair cells and birds. Some work in mice but that's a very very active area because if you can revive it. If you can revitalize that population that's really what you need. I don't think. Someone recently told me that they recently told me that they heard it. Talk about hair so regeneration. But it was not it was in a mammal but not in a human. So we are losing them for sure all the time. We are. You know that we're we promote the neural population but in terms of hair cells the sensors and cells. I don't think that we region. Yes. Yeah yeah. So if you look at the. The Coakley or electrode array we deliver eight hundred thirty three pulses per second. So you know all that fine timing information is lost and met Al has the most sophisticated. Most sophisticated signal processing paradigm where they do. Think it's a camera. The name of the filter design but that's why people are also going after bilateral implants because we hear through two ears and in we need that timing information. So a lot is lost a lot is lost but we can talk more. I mean it's easier for I show you a picture so. Yeah so those recordings are. How do I say this in a good way. So the best way to map a different stimulation paradigm. Those recordings are monopole or like. So the I can envision adding more spectral information to those recordings as you improve the activation meaning that if you can do bi polar stimulation Ideally you should be able to more like having a tighter filter as well as more then more bandpass filters. Now this is not what you see in patients. Because of the integration. Because if you do research in animal models and compare a model polar with bipolar information bipolar stimulation and if you stimulate in the Coakley and record in the click Kilis which has a frequency to place math. And you will see if you look at the spatial tuning curves they will be tighter for bipolar Tri-Polar they will. But if you take a patient and you apply model polar and bipolar most patients prefer a monopole or. Although if you look at the profile you are being more restrictive one reason is that the implanted electrode arrays today are so far from the neural elements that the patient just really needs to get a broader activation for perception. So that's a really important question with out a good answer yet. So I have a counterpart who's who's doing a lot of research on Tri-Polar simulation and in patients who are poor performers. It helps. But not in the good performer Tri-Polar just means using three colon electrodes and you have a really a much tighter spectral much tighter peak in the stimulation. We form. This is. So it doesn't because first speech. I mean the sweet spot is about three three hundred hertz to about a killer Hertz. Yeah yeah because the array is sort of but they play these games. There's so much work that's been done on how you can and how we can adapt. So what they'll do is they'll move. Although the sound we hear has a specific. They know that that's not what they can stimulate so they play these games of shifting it down. And that and it works. Yeah but I wish I had an audiologist here because it is an art. I mean audiologists are amazing individuals surgeons put it in their kind of you know I'm done. But the audiologist is a person who fits the patient. OK last question Chris. We're trying very hard. Yes yes. So what it is is it mimics our system but we would never penetrate a semicircular canal canal and put it in there. So it's a model it's inspired by biology but it's an inertial sensor and it would be implanted. But not replacing It's not like a banana coup pill or something. So if you could insert it and couple that if you could insert it without compromising the semicircular canal it would make sense but there you can't really like open them up and put in this. It's not like a retinal prosthesis. Where you can put it in and close it back up but if you penetrate the semi-circular canal. You can't surgically. You know fix it up if that makes sense. So that's I talked about that. At the beginning my work and the clinicians looked at me like I was not so I guess so. So no auditoria is my first love vestibular is a strong need. So I try to kind of who make it to you can see how I ran out of time when I got to the vestibular but that's because of a similar so much harder but much more exciting. I mean my clinical work is invested biller and my auditory work is more basic science universal interface. But I'd be happy to stay an answer some questions for the for those who want to stay but thank you. I enjoyed this appreciate.