© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
semantic system ag
Technology Vendor for
Biologically Inspired Intelligence
semantic system agZurich-Switzerland
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)
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 .
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
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
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!
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!
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!
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!
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!
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)
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
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™
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
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:
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
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.
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
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ai-one™ - an intelligent copy of the nature
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
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erlangtjetztschonungslostransparenznochimmersagenmariocortiundseinefreundeausdemaltenverwaltu
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y56herrschmidheinymöchtesichnichtäussernsolangedieuntersuchungdessachwaltersläuftlässterausric
htengleichtöntesbeimzweitenkommissionsmitgliedgaudenzstaehelinichhabeverständnisfürdasinteresse
aberesliegtanderswissairzuinformierennichtanmirauchdieübrigenmitgliedervonvrenispoerrybislukasmü
hlemannverkriechensichdabeiwarenauchsiebestensimbildsolcheverträgewurdenimmerimplenumbespro
chensagteinehemaligesvrmitglieddochcreditsuissechefmühlemann51bequemtsichgenausowenigzueine
roffeneninformationwiebankierbénédicthentsch53amtelefonsagterentnervtichhabedasrechtnichtszusag
enwarumwollensienichtssagenherrhentschfragensienichtweiterichgebekeinenkommentarschönentagau
fwiedersehenaufgehängtjetztregtsichpolitischerwiderstandwennderbetragohneauflagenüberzieleausbez
ahltwurdedannistdasinakzeptabelsagtfdppräsidentgeroldbührerüberfdpmitgliedcortijetztbrauchtesschn
elltransparenzdenkopfschütteltauchcvppräsidentphilippstähelin57ichhabemühemiteinemsohohenlohnd
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chdenkannmannichtimvorausbekommenvorauszahlungensindunüblichsagtheadhuntersandrovgianellau
ndfredyislervonspencerstuartichhabenochnievoneinemsolchenfallgehörtaberniemandwolltedenswissair
jobdiesesversprechenwarwohleinlockvogeldamitcortiseinensicherennestlépostenaufgabmariocortiluka
smühlemannthomasschmidheinybénédicthentschkonzernsanierermussvorgerichtzürichdervorkassever
tragcortisistkeinepremiereimfallderkonkursitenbiberholdingliesssichkonzernsaniererchristianspeiserbil
dseinenjobmit28millionenfrankengarantielohnvergoldenermusssichjetztvorgerichtverantwortenwiecorti
kassierteauchspeiserfrühzeitigdiegesamtesalärpauschaleerliesssichdiemillioneneinjahrvorderfälligkeita
uszahlendermanagerwurdeverdächtigtamzahltagbereitsvomdrohendenkonkursgewusstzuhabenspeiser
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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
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)
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)
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)
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)
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)
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)
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
BII (Biologically Inspired Intelligence)
Science Partners
Europe North America
BII A
ca
dem
y
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
ai-one™ Outlook
BII (Biologically Inspired Intelligence)
Software Hardware
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
semantic system ag
Thank You!
semantic system agZurich-Switzerland
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
semantic system ag
© Hoffleisch/Diggelmann & semantic system ag 1985 - 2009
BII (Biologically Inspired Intelligence)
GLOBUS
Existing Partners / References EU
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)