Data Science InsightsData Science Insights

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…

2021
1/
20

Edge AI Evangelist’s Thoughts Vol4: Why is the Apple M1 processor so fast?

Helloeveryone,I’mHaruyukiTago,EdgeEvangelistatHACARUSTokyoR&DCenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadeslongexperienceinthesemiconductorindustryandcommentondifferentAIindustryrelatedtopicsfrommyuniqueperspective. Today,IwouldliketotalkabouttheM1processorbyApple,whichisusedinApple'svariousproducts-includingMacBookPro,MacBookAir,andMacminiannouncedinNovember2020.Manyprofessionalshavealready…

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…

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