TechnologyTechnology

2021
3/
17

Histopathological Image Analysis using HistoSegNet Vol.1

Helloeveryone,mynameisHarutoTanaka,DataScientistatHACARUS.Recently,Ihavehadtheopportunitytoresearchthesegmentationofhistopathologicalimages(automaticregiondetection).Intoday'sarticle,IwouldliketointroduceyoutoHistoSegNet,adeeplearningmodelthatiscapableofdetectingpixel-levelsegmentationthroughsemi-supervisedlearning.Beforewebegin,let'stalkaboutwhatsemi-supervisedlearningis.Semi-supervisedlearningisamethodwherepreviouslycollectedincompleteorinaccuratedataisstudiedbyadeeplearning…

2021
2/
12

Edge AI Evangelist’s Thoughts Vol.5: Latest Trends in Non-Volatile FPGAs

Helloeveryone,I’mHaruyukiTago,EdgeEvangelistatHACARUSTokyoR&DCenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadeslongexperienceinthesemiconductorindustryandcommentondifferentAIindustryrelatedtopicsfrommyuniqueperspective.Todaylet’stalkaboutthelatesttrendsinthefieldofnon-volatileFPGAs. NV-FPGAInitiative–PublicSymposiumOnJanuary8th,2021,apublicsymposiumwasheldbyNon-VolatileField-ProgrammableGateArray(NV-FPGA)Initiative,oneof…

2020
12/
24

Explaining the Explainable: Translating “Interpretable Machine Learning” into Japanese

Hello,everyone!I'mRyujiMasui,DataScientistatHACARUSR&DcenterinTokyo.HACARUShasbeensolvingproblemsinthemedicalandmanufacturingindustriesusingour"Lightweight&ExplainableAI"technology.Infact,weareregularlyholdinginternalstudysessionsonthistopic.Inthesesessions,we'vebeenusing"InterpretableMachineLearning-AGuideforMakingBlackBoxModelsExplainable"writtenbyChristophMolnarasreference.ThisbookcoversawiderangeoftopicsrelatedtoExplainableAIwith…

2020
12/
18

Edge AI Evangelist’s Thoughts Vol2: NVIDIA Ampere takes advantage of deep learning sparsity

Helloeveryone,I’mHaruyukiTago,EdgeEvangelistatHACARUSTokyoR&DCenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadeslongexperienceinthesemiconductorindustryandcommentondifferentAIindustryrelatedtopicsfrommyuniqueperspective.Youcanreadthe Vol1oftheseriesbyclinkingthelink.Today,IwouldliketotalkaboutNVIDIAAmpere.InMay2020,NVIDIAunveiledsomenewproductssuchastheNVIDIAAmperearchitectureanditsproduct…

2020
12/
08

Material Informatics x Sparse Modeling Vol.1: RDKit and Lasso

Helloeveryone.ThisisUnseo,adatascientisthereatHACARUS-todayIwillintroducesomeofourlatestworkinbringingourtechnologytobearinthefieldofMaterialInformatics.HACARUSprovidessolutionsthatemphasize"why?"oftheprocessutilizingsparsemodeling,inadditionto"prediction"thathasbeenperformedbyconventionalmachinelearning.Analysisusingsparsemodelingisalsoverysuitableforapplicationinthefieldsofdrugdiscoveryandmaterialdevelopment.Today,Iwouldlike…

2020
10/
27

Edge AI Evangelist’s Thoughts Vol1: Is NVIDIA’s acquisition of Arm going to propel RISC-V?

Hello,I'mHaruyukiTago,EdgeEvangelistatHACARUSTokyoR&DCenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadeslongexperienceinthesemiconductorindustryandcommentondifferentAIindustryrelatedtopicsfrommyuniqueperspective.Sincethisisthefirsttime,I'llstartbyintroducingmyself.In1977,IjoinedthesemiconductordivisionofTokyoShibauraElectricCo.andwasinvolvedinthedesignanddevelopmentoftheEmotionEngine,theCPUin…

2020
8/
27

New Automatic Parameter Tuning feature in SPECTRO

CustomerscannowtrythebetaversionavailableinSPECTROCloudSPECTRO’sflexibilitytodealwithdifferentinspectionobjectscomesfromtheabilitytotuneinspectionmodelparameterstodeterminethewaythatSPECTROlooksatthetargetandhowstrictortolerantittreatsdetectedanomaliesordefects.Findingtherightparameterscanbe atimeconsumingtask,butwithournewauto-tuningfeatureSPECTROcanautonomouslyhelpcustomersfindsuitableparametersforaninspectiontask-significantlyreducingthe…

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