Presentation SIBGRAPI 2011: Stochastic Competitive Learning Applied to Handwritten Digit and Letter...

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  • 8/3/2019 Presentation SIBGRAPI 2011: Stochastic Competitive Learning Applied to Handwritten Digit and Letter Clustering

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    Hjmka Jijgej} ( L|jtai

    ]pembj}pam Meh~kpapask Ikj|oaog

    J~~iak` pe Bjo`w|appko @agap jo`Ikppk| Mi{}pk|aog

    Pbajge Bko|az{k M{~k|paoe

    ) ^b@ Mjo`a`jpk

    Pbajge Mb|a}pajoe ]aisj) ^b@ Mjo`a`jpk

    Iajog Tbje) b@

    @k~j|phkop ec Meh~{pk| ]makomk}

    Ao}pap{pk ec Hjpbkhjpam} jo` Meh~{pk| ]makomk "AMHM!

    [oask|}apq ec ]e ^j{ie "[]^!

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    /

    ]pembj}pam Meh~kpapask Ikj|oaog J~~iak` pe Bjo`w|appko

    @agap jo` Ikppk| Mi{}pk|aog

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    ==:>7) >2/

    ( L|ksk) Cjl|mae J/6 Tbje) Iajog6 Z{aik}) Hj|me} G/6 ^k`|qmt) Wapei`6 IA[) Dahhaog ) ^j|pamik Meh~kpapaeo jo` Mee~k|jpaeo ao Okpwe|f} ce|

    ]kha(]{~k|sa}k` Ikj|oaog/ AKKK P|jo}jmpaeo} eo Foewik`gk jo` @jpj Kogaokk|aog "^|aop!/ ) ::/ "ao ~|k}}!

    ]pembj}pam Meh~kpapask Ikj|oaog J~~iak` pe Bjo`w|appko

    @agap jo` Ikppk| Mi{}pk|aog

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    Epbk|wa}k) wbko ] 8 :) ~j|pamik f a} `kj` jo` ap a}|k}pe|k` pe j |jo`ehiq mbe}ko oe`k ao wbamb ap

    `ehaojpk}

    ]pembj}pam Meh~kpapask Ikj|oaog J~~iak` pe Bjo`w|appko

    @agap jo` Ikppk| Mi{}pk|aog

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    HE@KI @K]M\A^PAEO4 \jo`eh Wjif

    Pbk ~|eljlaiapq a} lj}k` eo iaof }p|kogpb meookmpaog

    pbk ~j|pamik} m{||kop oe`k ajo` j okagble| oe`k d

    :>

    ]pembj}pam Meh~kpapask Ikj|oaog J~~iak` pe Bjo`w|appko

    @agap jo` Ikppk| Mi{}pk|aog

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    ao`amjpk} jo aopko}k meh~kpapaeo \ : ao`amjpk} pbk meh~kpapaeo bj} mkj}k`

    ]pembj}pam Meh~kpapask Ikj|oaog J~~iak` pe Bjo`w|appko

    @agap jo` Ikppk| Mi{}pk|aog

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    2/ ]~|aogk|(Sk|ijg) >2) ~~/ )~~/;:3/

    ( D/ L/ HjmZ{kko) ]ehk hkpbe } ce| mij}}acamjpaeo jo` jojiq}a} ec h{ipasj|ajpk el}k|sjpaeo}) ao ^|em/ ec pbk cacpb Lk|fkikq ]qh~e}a{h eo

    Hjpbkhjpamji ]pjpa}pam} jo` ^|eljlaiapq) sei/ :/ [oask|}apq ec Mjiace|oaj ^|k}}) :137) ~~/

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