progress and challenges of neural prostheses: cochlear

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Progress and Challenges of Neural Prostheses: Cochlear, Retinal Implants, Sung June Kim School of Electrical Engineering and Computer Science NanoBioelectronics & Systems Research Center, Seoul National University

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Page 1: Progress and Challenges of Neural Prostheses: Cochlear

Progress and Challenges of Neural Prostheses: Cochlear, Retinal Implants,

Sung June Kim

School of Electrical Engineering and Computer ScienceNanoBioelectronics & Systems Research Center,

Seoul National University

Page 2: Progress and Challenges of Neural Prostheses: Cochlear

Recording of the ventral nerve cord of the cockroach

Caud

alRe

cord

ing

Rost

ral

Reco

rdin

g

Separation matrices were computed using the different classification features

A. Waveform ParametersB. Template MatchingC. Optimal FilteringD. Principal Components IE. Principal Components IIF. Maximin Filter

Page 3: Progress and Challenges of Neural Prostheses: Cochlear

Photoinduced zone migration (PIZM)

<Completed TMEA assembly> <Simultaneous recordings>

slow

fast

Problems with conventional MEA

Solution by active transsubstrate MEA (TMEA)

Top view

Side view

Page 4: Progress and Challenges of Neural Prostheses: Cochlear

Who am I?

Page 5: Progress and Challenges of Neural Prostheses: Cochlear

Neural Prosthesis

• A device that connects directly with the nervous system to replace or supplement sensory or motor function.

• A device that improves the quality of life of a neurologically impaired individual so much that he/she is willing to put up with the surgery, gadgetry, etc.

Page 6: Progress and Challenges of Neural Prostheses: Cochlear

It used to be Science Fiction.

Page 7: Progress and Challenges of Neural Prostheses: Cochlear

Now it is a Science.

Page 8: Progress and Challenges of Neural Prostheses: Cochlear

2002.6.24. NEWSWEEK

And it is Newsworthy.

Page 9: Progress and Challenges of Neural Prostheses: Cochlear

Successful Areas of Neural Prosthesis

• (Bionic Ear)

• Hearing: Cochlear Implant

• Parkinson’s Disease: DBS (Deep Brain Stimulation)

• Vision: Retina Implant

• Others to come

Page 10: Progress and Challenges of Neural Prostheses: Cochlear

Artificial Hearing인공청각

Page 11: Progress and Challenges of Neural Prostheses: Cochlear

Sound Sensing Mechanism

Page 12: Progress and Challenges of Neural Prostheses: Cochlear

Cochlear Implant for Sensori-neural Hearing Loss

• Hair Cell Damage & Sensorineural Hearing Loss (SNHL)

• Artificial Hearing by Cochlear Implant

Normal Deafened

B. Wilson & M. Dorman (IEEE Sensors Journal, 2008)

ExternalSpeech

Processor

Implantable Unit

www.cochlear.com

Transmitter

External Speech

Processor

Implantable unit(Receiver/Stimulat

or)Microphone

Intracochlearelectrode array

Power & Data transmission via inductive link

Auditory nerve

Page 13: Progress and Challenges of Neural Prostheses: Cochlear

Cochlear Implant

A Neuroprosthetic device that can provide a sense of sound to people who are deaf or profoundly hearing-impaired by stimulating auditory neurons electrically.

The most successfully-commercialized (since 1982) sensory prosthetic system(CI market: ~570 mUSD@2006).

① Sound Signal

② Sound processing/RF modulation

③ Data & Power Transmission

④ Data receiving/decoding

⑤ Electrical Stimulus

⑥ Sound Perceptionin contra-lateral auditory cortex

Page 14: Progress and Challenges of Neural Prostheses: Cochlear

The basic premise was: There is no way to replace even crudely the exquisite structure and function of the cochlea

Page 15: Progress and Challenges of Neural Prostheses: Cochlear

Surprising Performance of Present-Day CIs

• The CI is the most successful neural prosthesis to date

• Cumulative CI users: approximately 120,000 persons

• Open- set speech recognition scores (in quiet): about 90 %

Percent correct scores for 55 CI users

B. Wilson & M. Dorman (IEEE Sensors Journal, 2008)

Cumulative number of implants across years

B. Wilson & M. Dorman (Hearing Research, 2008)

Page 16: Progress and Challenges of Neural Prostheses: Cochlear

(Illustration from Dorman and Wilson, 2004)

(Illustration from Leake and Rebscher, 2004)

Number of channels= number of electrode sites

Page 17: Progress and Challenges of Neural Prostheses: Cochlear

1 4 8 16 32 64 N2 6 24

인공와우를통한음성인식과정시뮬레이션

Page 18: Progress and Challenges of Neural Prostheses: Cochlear

Limitations of Present-Day CIs

• Wide range of outcomes

• Speech reception in noise

• Sound localization

• Reception of signals more complex than speech, e.g., symphonic music

• High effort in listening for the great majority of patients

• High Cost

Page 19: Progress and Challenges of Neural Prostheses: Cochlear

Two recent advances

• Bilateral electrical stimulation

• Combined electric and acoustic stimulation (EAS) for patients with residual, low-frequency hearing

Page 20: Progress and Challenges of Neural Prostheses: Cochlear

Results with bilateral implants using independent processors, Müller et al., 2002

Sentences,Noise Right

right both left

Per

cent

Cor

rect

0

20

40

60

80

100

Sentences,Noise Left

right both left

Monosyllabic Words,No Noise

right both left

32 86 96 107 118 148 151 257 298

Subjects

right both left

Per

cent

Cor

rect

0

20

40

60

80

100

Implant(s)

right both left right both left

Page 21: Progress and Challenges of Neural Prostheses: Cochlear

Combined Electric-Acoustic Stimulation (EAS)• Combined EAS: Hearing Aid (HA) + Cochlear Implant (CI) on same ear

• Many implant candidates Good low- frequency hearing but poor high frequency

hearing

• Low- frequency Acoustic Hearing using a HA

High- frequency Electrical Hearing using a CI

• Good speech perception in noisy environments

• Latest EAS technique

– Surgery: the round window approach (conventional method cochleostomy)

– Electrode: flex, long & thin electrode (full insertion)

Hybrid CI Device (HA+CI)

Ski-slope type SNHLSentence discrimination tests for a EAS patient

In quiet SNR 15 dB SNR 10 dB

W. Gstoettner et al. (Acta Oto-Laryngologica, 2004)

Hearing Aid (HA)

Page 22: Progress and Challenges of Neural Prostheses: Cochlear

Cost Problem: Surprising Performance , but-.

• CI cost (device only): around 25,000 USD

• About 278 million people had moderate to profound hearing impairment. 80% of them live in low- and middle- income countries. (2005, WHO)

– Where cochlear implant is not or rarely affordable

CI cost

Page 23: Progress and Challenges of Neural Prostheses: Cochlear

• Our effort:

Towards low cost but highly efficient CI

○ SNU-NUROBIOSYS Cochlear Implant System– Academic-Industrial collaboration– Great helps from international experts

○ All technical options were carefully selected to make SIMPLE and LOW-COST cochlear implant with maintaining effectiveness of the system

○ Approved on 2009 by Korea FDA

Speech Processor

Implantable Current

StimulatorHeadset

Page 24: Progress and Challenges of Neural Prostheses: Cochlear

In quiet +10 dB S/N +5dB S/N0

20406080

100Consonant

% c

orre

ct

In quiet +10 dB S/N +5dB S/N0

20406080

100

% c

orre

ct

In quiet +10 dB S/N +5dB S/N0

20406080

100

% c

orre

ct

In quiet +10 dB S/N +5dB S/N0

20406080

100

% c

orre

ct

In quiet +10 dB S/N +5dB S/N0

20406080

100CUNY sentence

% c

orre

ct

In quiet +10 dB S/N +5dB S/N0

20406080

100

% c

orre

ctIn quiet +10 dB S/N +5dB S/N

020406080

100

% c

orre

ct

In quiet +10 dB S/N +5dB S/N0

20406080

100

% c

orre

ct

RTI standard CIS processorNurobiosys processorSR-9

SR-3

SR-16

SR-8

Pre-clinical Test Results

SNU-NUROBIOSYS CI system showed a similar level of performance as compared with RTI standard CIS processor, and especially the system showed better performances in noise.

Page 25: Progress and Challenges of Neural Prostheses: Cochlear

New Pioneer design projectFor a Totally Implantable Cochlear Implant

New Concept Cochlear ImplantConventional Cochlear Implant

○ Zero Power Artificial Basilar Membrane instead of Microphone and Speech Processor○ Totally Implantable○ Reduced Power consumption (30mW) (1/8 lower than conventional systems (235mW)) ○ Without Align Magnet MR-Compatible

Pioneer Research Program - National Research Foundation of Korea (2009 - )

Page 26: Progress and Challenges of Neural Prostheses: Cochlear

인공시각“Let There Be Light”

Genesis 1:3

Page 27: Progress and Challenges of Neural Prostheses: Cochlear

눈은어떻게보는가 (EBS 원더풀사이언스 2010년5월13일)

Page 28: Progress and Challenges of Neural Prostheses: Cochlear

Care for Blindness

• Visual impairment :

– Legally considered percentage of lost body function: 24%(Uniocular) and 100%(binocular)

• 30% of blindness in the adult

– Retinitis Pigmentosa (RP) 망막색소변성; 1/4000(Normal)– Age- related Macular Degeneration (AMD) 나이관련황반변성;

1/20(>aged 65)

Page 29: Progress and Challenges of Neural Prostheses: Cochlear

The world that patients with macular degeneration see

Page 30: Progress and Challenges of Neural Prostheses: Cochlear

Artificial Vision Inspired by:

• Inspiration and Perspiration

– advances in semiconductor technology; VLSI

– successful result in artificial cochlear implant

– relatively well- preserved inner retinal neurons in RP & AMD

• from late 1980’s

– Retinal stimulation

• MEEI- MIT (Boston Retinal Implant)

• Wilmer- NCSU - > USC (Doheny)

• SUB- RET (Germany)

• EPI- RET (Germany)

• SNU (Korea)

• Osaka (Japan)

– Optic nerve stimulator

• Louvain (Belgium)

Page 31: Progress and Challenges of Neural Prostheses: Cochlear

Current Approaches in Retinal Prostheses

1

2

3

Page 32: Progress and Challenges of Neural Prostheses: Cochlear

인공시각동작원리 (EBS 원더풀사이언스 2010년5월13일)

Page 33: Progress and Challenges of Neural Prostheses: Cochlear

Epi-retinal Stimulators – USC (Doheny) / Second Sight

ArgusTM I (Model 1)

• 16-Pt electrodes on Silicone• Ceramic Package• Implanted in 6 patients (2002 ~ 2004)• The patients could detect phosphene.

ArgusTM II (Model 2)

• 60-Pt discs on parylene-C• Metal/Ceramic Package• Implanted in 32 patients (~ 2010)

Page 34: Progress and Challenges of Neural Prostheses: Cochlear

이식환자들영상

Page 35: Progress and Challenges of Neural Prostheses: Cochlear

원리-1.외부기 (모형)

Page 36: Progress and Challenges of Neural Prostheses: Cochlear

내부기(이식장치)

Page 37: Progress and Challenges of Neural Prostheses: Cochlear

인공시각-어떻게보는가? 전극수와관련해서

Page 38: Progress and Challenges of Neural Prostheses: Cochlear

SNU artificial retina

• Nano-bio system research center (for 9 years, 3 main subjects) – supported by KOSEF(KOREA SCIENCE AND ENGINEERING FOUNDATION) – development of electrode for retina stimulation as a subject in Neural

chip/MEMS

• Nano artificial vision research center (for 6 years)– supported by Minister for Health, Welfare and Family Affairs – development of SNU artificial retina system and application to a human

body

• Collaborators– ophthalmology– physiology– Electrical Engineering & Computer Science – biomedical engineering

Page 39: Progress and Challenges of Neural Prostheses: Cochlear

Electrophysiological recording after insertion of retinal stimulator

Visual evoked Cortical potential (VECP)

Electrically evoked cortical potential (EECP)

After optic nerve cutting

Page 40: Progress and Challenges of Neural Prostheses: Cochlear

Range of increase in glyco-metabolism of visual cortex (PET image)

Electrical stimulation (left eye)Light Stimulation (left eye)

L L

Light or electrical stimulation

10 min

18F-FDG Injection Scan start

30 min6 min

Page 41: Progress and Challenges of Neural Prostheses: Cochlear

In vivo animal experiments

Post-op. 12 weeks

LCP Edge of electrode

RetinaChoroidSclera *

Space of implantation

Gold site

Suprachoroidal implantation

Acute retinal stimulation& EECPs recording

Implantation of LCP electrodes

Post-op. 16 weeks

Page 42: Progress and Challenges of Neural Prostheses: Cochlear

맺으며---인공청각및시각 Possibilities for the future

• Further development and refinement of bilateral electrical stimulation and of combined EAS (CI)

• Closer mimicking of Natural processing

• Representation of “fine structure” information with implants

• Availability of low cost – but still highly effective –implant systems for widespread application in India, China and other developing countries

• Controlled delivery of neuro- protective or neurotrophicdrugs to the implanted cochlea

• A “cognitive neuroscience” or “top down” approach to implant design

Page 43: Progress and Challenges of Neural Prostheses: Cochlear

Lee et al., “Cross modal plasticity and cochlear implants,” Nature 409: 149, 2001.

Page 44: Progress and Challenges of Neural Prostheses: Cochlear

A “top down” or “cognitive neuroscience” approach to implant design

Traditional approach: Replicate insofar as possible the normal patterns of activity at the auditory nerve.

Alternative approach: Ask what the (usually compromised) brain needs as an input in order to perform optimally.

_____________Lee et al. (2001) Cross-modal plasticity and cochlear implants. Nature.Nadol et al. (2001) Histopathology of cochlear implants in humans. Ann Otol Rhinol Laryngol.Sharma et al. (2002) Rapid development of cortical auditory evoked potentials after early cochlear implantation. NeuroReport.