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© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009 semantic system ag Technology Vendor for Biologically Inspired Intelligence semantic system ag Zurich-Switzerland

Presentation UCSD 07 20 2009

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ai-one the new technology and solution for biologically inspired intelligence in computing, see also youtube at semsys channel.

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Page 1: Presentation UCSD 07 20 2009

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

semantic system ag

Technology Vendor for

Biologically Inspired Intelligence

semantic system agZurich-Switzerland

Page 2: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

The Semantic Wave | WEB 3.0

Mills Davis.. a multi billion

dollar market…

The Market Request

BII (Biologically Inspired Intelligence)

Page 3: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

ai-one™ API / LIB

BII (Biologically Inspired Intelligence)

the easy way of making intelligent applications

By using the ai-one™

application programming

interface (API) and the

libraries, engineers and

application designers will

save a lot of time and effort

to produce their intelligent

applications. Furthermore,

these will feature the new

superior biologically

inspired intelligence .

Page 4: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

BII (Biologically Inspired Intelligence)

BON-Matcher Powered by ai-oneTM

Intelligent recognition of numbers

Installed since 2005

Page 5: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

PNL-MatcherPowered by ai-oneTM Airline companies are required to check the PNL

(Passenger name List) of the different flights against

the different lists. semantic system ag supplied one of

the the largest airlines ground handling services

company with the PNL-Matcher, which is used at the

JFK, FRA, ZHR airports to match the different lists .

Installed since 2007

Page 6: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

ASTISTMPowered by ai-oneTM

Automatic shoe track information system

For recognition and matching of crime scene shoe prints

Roll out now!

Page 7: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Crime scene patterns always are in

low quality, particularly shoe prints!

Due to its ability to generalize by

understanding the multiple higher-

order concept formation, ASTIS™ is

the first application worldwide which

offers a solution to this task.

ASTISTMPowered by ai-oneTM

Why ASTIS™ beats the the competition:

Roll out now!

Page 8: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

UltraMatchTMPowered by ai-oneTM

Why ASTIS™ beats the the competition:Signatures

Handwriting

Ballistic Pattern

Blood Pattern

Tool Pattern

Roll out 2009!

Page 9: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Without any prior processing of the data ai-oneTM is

able to separate noise from significant patterns and

find exclusive anomalies in time correlated value

chains.

Graphalizer Powered by ai-oneTM

Intelligent recognition of patterns in time related value chains

Roll out 2009!

Page 10: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Skin-MatcherPowered by ai-oneTM

Linoan AG is developing a handheld device to

scan skin patches of clients. These scans are the

basis for analyzing the skin type. The skin type

then is converted into a profile and can be used to

find the adequate cosmetic therapy. Hereby the

profile is matched against cosmetic products and

the system recommends the optimal treatment.

Roll out 2009!

Page 11: Presentation UCSD 07 20 2009

IPM-FHS 11KTI-Nr.: 9937.2 PFES-ES SEMPER

SEMPER: Fact Sheet

Applied research project:

Development of a web-based platform for health promotion and self

management.

Underlying ideas:

• Support people in taking responsibility for their health and change their

health-relevant behaviour and lifestyle

• New media have great potential within an integrated health care

approach,

esp. in the case of chronic diseases.

Overall economic benefits: Reduction of health care costs

Start: May 2009

Duration: 30 months (18 months development, 12 months impact analysis)

Page 12: Presentation UCSD 07 20 2009

IPM-FHS 12KTI-Nr.: 9937.2 PFES-ES SEMPER

Information Portal(access to „official“ and informal knowledge)

Social Supporte.g. through online support groups, discussion forums, blogs

Motivation SupportContinuous feedback and monitoring

of an agreed upon action plan

Decision SupportGoal setting for personal action plans

User

Interface

Functional Modules of the Self Management System

Page 13: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Biometry:

Forensics:

Intelligent Services:

Security:

Fraud:

Sociology:

Data bases:

Computing:

Life Science:

Pharmacy:

Dermatology:

and many vertical markets more…

Multiple Vertical Markets ... The technology can be applied as HW or SW

Pattern recognition …

Tracks, patterns, profiles …

Profiles, behavior, semantics

Cryptography, compression

Fraud, camouflage…

Behavior- & human profiles

Analyses, data mining …

Intelligence in computing

Pattern recognition

Clinical tests, profiling

Cosmetics, pattern recognition

ai-one™

© Copyright by semantic system ag

Topic-Mapper™

ASTIS™

Page 14: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

The history

1920 1930 1940 1950 1960 20102000199019801970

Allonzo Church

Every calculable function can

be calculated recursively

(1936)

Konrad Zuse (Z1)

Alan M. Turing

„Colossus“ to

encode the

„Enigma“-code

„ENIAC“

Donald O. Hebb

(Physiologist)

Frank Rosenblatt

„Perceptron“

John von Neumann

Marvin Minsky

Seymour Papert

Renaissance of

neuronal nets

John Bardeen

Walter Brattain

Discovery of

the transistor

Jack Kilby

Integrated

circuit

Ordnance Ballistic Research Laboratories

Aberdeen Proving Ground, MD

„died“ 11:45 2. Oktober 1955

AI / KM

SEMANTIC WEB

WEB 3.0

Page 15: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

ai-one™ approach Known problems with the

existing neural approach

• Over learning

• Resources problem

• Uncontrolled fuzziness

• Random results

• Not discrete

• Confusing thresholds and layers

• Pre-setups and configurations

Old vs. New

BII (Biologically Inspired Intelligence)

• Solved …………………... >

• Solved …………………... >

• Solved …………………... >

• Solved …………………... >

• Solved …………………... >

• Solved …………………... >

• Solved …………………... >

Solving all the problems of the existing neural concepts

enables us to shift the old computer paradigm to:

Page 16: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

BII (Biologically Inspired Intelligence)

Hoffleisch‘s Neuron

A cell „fires“ depending on

input stimuli pattern

Synapses and cells

are processing units

Synapses may be „moved“ or „deleted“

New cells are build

and connected with

other cells

Puls stimuli

Cell core

Dendrite

Axon

Synapse

Synapse

Page 17: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

BII (Biologically Inspired Intelligence)

The Concept of Manfred Hoffleisch

Biological neural net Reaction and construction of a cell in the HSN holosemantic net

Of course, these statements refer only to the process of independent information

forming and do not include chemical processes. With the semantic system

Technology we are talking about an algorithm which uses the similar rules of self-

organization and information gaining like a biological brain.

Page 18: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

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ai-one™ - an intelligent copy of the nature

Page 19: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

prolitterisdorerchristianvaldaandreasblick20020129seite5nummer23swissairboss12miofür5jahreimvora

uskassiertderdruckwächstcortiindeckungvonchristiandorerundandreasvaldazürichesistvölligunüblichd

assderlohnfürfünfjahreimvorausbezahltwirdsagenrenommierteheadhunterfdppräsidentgeroldbührer53v

erlangtjetztschonungslostransparenznochimmersagenmariocortiundseinefreundeausdemaltenverwaltu

ngsratnocommentcortiweiltegesterninpolenundwolltenochimmernichtsagenoberaufeinenteilseines5jahr

eslohnesverzichtenwirdinschweigenhüllensichauchdieehemaligenverwaltungsrätedieimmärz2001denve

rgoldetencortivertragaufgesetzthattenindersalärkommissionsassdamalszementkönigthomasschmidhein

y56herrschmidheinymöchtesichnichtäussernsolangedieuntersuchungdessachwaltersläuftlässterausric

htengleichtöntesbeimzweitenkommissionsmitgliedgaudenzstaehelinichhabeverständnisfürdasinteresse

aberesliegtanderswissairzuinformierennichtanmirauchdieübrigenmitgliedervonvrenispoerrybislukasmü

hlemannverkriechensichdabeiwarenauchsiebestensimbildsolcheverträgewurdenimmerimplenumbespro

chensagteinehemaligesvrmitglieddochcreditsuissechefmühlemann51bequemtsichgenausowenigzueine

roffeneninformationwiebankierbénédicthentsch53amtelefonsagterentnervtichhabedasrechtnichtszusag

enwarumwollensienichtssagenherrhentschfragensienichtweiterichgebekeinenkommentarschönentagau

fwiedersehenaufgehängtjetztregtsichpolitischerwiderstandwennderbetragohneauflagenüberzieleausbez

ahltwurdedannistdasinakzeptabelsagtfdppräsidentgeroldbührerüberfdpmitgliedcortijetztbrauchtesschn

elltransparenzdenkopfschütteltauchcvppräsidentphilippstähelin57ichhabemühemiteinemsohohenlohnd

asführtzuriesigeneinkommensunterschiedenimvolkdasdarfnichtseinerhaltezwarvielvonleistungslohndo

chdenkannmannichtimvorausbekommenvorauszahlungensindunüblichsagtheadhuntersandrovgianellau

ndfredyislervonspencerstuartichhabenochnievoneinemsolchenfallgehörtaberniemandwolltedenswissair

jobdiesesversprechenwarwohleinlockvogeldamitcortiseinensicherennestlépostenaufgabmariocortiluka

smühlemannthomasschmidheinybénédicthentschkonzernsanierermussvorgerichtzürichdervorkassever

tragcortisistkeinepremiereimfallderkonkursitenbiberholdingliesssichkonzernsaniererchristianspeiserbil

dseinenjobmit28millionenfrankengarantielohnvergoldenermusssichjetztvorgerichtverantwortenwiecorti

kassierteauchspeiserfrühzeitigdiegesamtesalärpauschaleerliesssichdiemillioneneinjahrvorderfälligkeita

uszahlendermanagerwurdeverdächtigtamzahltagbereitsvomdrohendenkonkursgewusstzuhabenspeiser

ezivilklagedurchdensachwalter200000frankenmussteerzurückzahlenseinekarrierewurdejähbeendetimhe

prolitterisdorerchristianvaldaandreasblick20020129seite5nummer23swissairboss12miofür5jahreimvora

uskassiertderdruckwächstcortiindeckungvonchristiandorerundandreasvaldazürichesistvölligunüblichd

assderlohnfürfünfjahreimvorausbezahltwirdsagenrenommierteheadhunterfdppräsidentgeroldbührer53v

erlangtjetztschonungslostransparenznochimmersagenmariocortiundseinefreundeausdemaltenverwaltu

ngsratnocommentcortiweiltegesterninpolenundwolltenochimmernichtsagenoberaufeinenteilseines5jahr

eslohnesverzichtenwirdinschweigenhüllensichauchdieehemaligenverwaltungsrätedieimmärz2001denve

rgoldetencortivertragaufgesetzthattenindersalärkommissionsassdamalszementkönigthomasschmidhein

y56herrschmidheinymöchtesichnichtäussernsolangedieuntersuchungdessachwaltersläuftlässterausric

htengleichtöntesbeimzweitenkommissionsmitgliedgaudenzstaehelinichhabeverständnisfürdasinteresse

aberesliegtanderswissairzuinformierennichtanmirauchdieübrigenmitgliedervonvrenispoerrybislukasmü

hlemannverkriechensichdabeiwarenauchsiebestensimbildsolcheverträgewurdenimmerimplenumbespro

chensagteinehemaligesvrmitglieddochcreditsuissechefmühlemann51bequemtsichgenausowenigzueine

roffeneninformationwiebankierbénédicthentsch53amtelefonsagterentnervtichhabedasrechtnichtszusag

enwarumwollensienichtssagenherrhentschfragensienichtweiterichgebekeinenkommentarschönentagau

fwiedersehenaufgehängtjetztregtsichpolitischerwiderstandwennderbetragohneauflagenüberzieleausbez

ahltwurdedannistdasinakzeptabelsagtfdppräsidentgeroldbührerüberfdpmitgliedcortijetztbrauchtesschn

elltransparenzdenkopfschütteltauchcvppräsidentphilippstähelin57ichhabemühemiteinemsohohenlohnd

asführtzuriesigeneinkommensunterschiedenimvolkdasdarfnichtseinerhaltezwarvielvonleistungslohndo

chdenkannmannichtimvorausbekommenvorauszahlungensindunüblichsagtheadhuntersandrovgianellau

ndfredyislervonspencerstuartichhabenochnievoneinemsolchenfallgehörtaberniemandwolltedenswissair

jobdiesesversprechenwarwohleinlockvogeldamitcortiseinensicherennestlépostenaufgabmariocortiluka

smühlemannthomasschmidheinybénédicthentschkonzernsanierermussvorgerichtzürichdervorkassever

tragcortisistkeinepremiereimfallderkonkursitenbiberholdingliesssichkonzernsaniererchristianspeiserbil

dseinenjobmit28millionenfrankengarantielohnvergoldenermusssichjetztvorgerichtverantwortenwiecorti

kassierteauchspeiserfrühzeitigdiegesamtesalärpauschaleerliesssichdiemillioneneinjahrvorderfälligkeita

uszahlendermanagerwurdeverdächtigtamzahltagbereitsvomdrohendenkonkursgewusstzuhabenspeiser

ezivilklagedurchdensachwalter200000frankenmussteerzurückzahlenseinekarrierewurdejähbeendetimhe

ai-one™ - an intelligent copy of the nature

Page 20: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Donald. O. Hebb

Frank Rosenblatt

Neural Traditional

John von Neumann

Harvard Concept

Both strategies did not solve the challenge of dynamic

and self-controlled generalizing information concepts

for further application, so far…

The Traditional Approach

BII (Biologically Inspired Intelligence)

Page 21: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Neural Traditional

ai-one™

The holosemantic data space enhances and

enables formal computing with semantic,

associative and semiotic functions!

We call it: Biologically Inspired Intelligence

The USP of the ai-oneTM Approach

BII (Biologically Inspired Intelligence)

Page 22: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

The USP of the ai-oneTM Approach

• Self-optimized information processing

• Self-controlled content organization

• Multiple higher-order concept formation

• Autonomic learning via multiple context recognition

• Self-generalizing of learned concepts

Biologically inspired

intelligence in computingLeads to:

Total control and understanding the behavior of

the neural cells in the holosemantic data space

ai-one™ the easy way of making intelligent applications

BII (Biologically Inspired Intelligence)

Page 23: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Old Computing Paradigm:

• Data is dumb

• Programs are intelligent

New Computing Paradigm:

• Data contains intrinsic information

• Programs are used for communicating between

humans and the machine

• The intelligence in computing is found in the dialog

(interaction) between the user and data

The Paradigm Change

BII (Biologically Inspired Intelligence)

Page 24: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

… recognizing the content

… understanding the meaning and

generalizing its application

… deciding about its importance

… knowing what to do with this

learned information

…ai-one™ – the next

evolution stage in ICT?

BII (Biologically Inspired Intelligence)

Page 25: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

Huge Marketsai-one™

Technology

UltraMatch™

Imaging

Topic -Mapper™ Data & Language

ai-one™

Biometrics Forensics Cosmetics

Medical

ASTIS™

Ballistics

Tool tracks

Tire tracks

Fingerprint

Face

Signature

Retina

AFIS

DNA

Skin

Radiology

other

other

other

other

SEARCH

Web 3.0

SEARCH

Semantic

Semiotic

Data Mining

KM/AI

Coporate

ai-one™

Robotics

ai-one™ in combination with

UltraMatch™ is the biologically

inspired intelligence API &

library for imaging

ai-one™ in combination with Topic -

Mapper™ is the biologically

inspired intelligence API &

library for data &

language

BII (Biologically Inspired Intelligence)

Page 26: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

BII (Biologically Inspired Intelligence)

Science Partners

Europe North America

BII A

ca

dem

y

Page 27: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

ai-one™ Outlook

BII (Biologically Inspired Intelligence)

Software Hardware

Page 28: Presentation UCSD 07 20 2009

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

semantic system ag

Thank You!

semantic system agZurich-Switzerland

Page 29: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

• the rules are the

knowledge and the

code

• but knowledge

acquisition is the

bottleneck

• the network is the

knowledge and the

code

• automatic learning

and adaptation

© Copyright by semantic system ag

< 1990 1990 1995

The Road MapFrom Formal Data Processing to Biologically Inspired Intelligence

Historical Advanced

• separation of

data from code

• dumb data

• intelligent code

BII (Biologically Inspired Intelligence)

Biologically

Inspired Intelligence

2009 <

The Intelligence Quest

VisionaryInnovative

Neural NetworksRule-Based

Systems

Traditional Data

Processing

• self-optimized

• self-controlled

• autonomic learning

• self-generalizing

• multiple higher-order

concept recognition

Page 30: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

BII (Biologically Inspired Intelligence)

GLOBUS

Existing Partners / References EU

Page 31: Presentation UCSD 07 20 2009

semantic system ag

© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009

3 integration levels

End-users: multiple branches and verticals

Level 1

Level 2

Level 3Solution Consulting

Solution Providers

Application Vendors

Database Vendors

Software Vendors (OS)

Hardware Vendors

semantic system ag

The Licensing Model

BII (Biologically Inspired Intelligence)