AI LabAI Lab

2022
4/
05

Edge AI Evangelist’s Thoughts Vol.19:  Analyzing Unconventional Logic Semiconductors – A Shift Away from Semiconductor Manufacturers

Helloeveryone,thisisHaruyukiTago,EdgeEvangelistatHACARUS'TokyoR&Dcenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadesofexperienceinthesemiconductorindustryandIwillcommentonvariousAIindustry-relatedtopicsfrommyuniqueperspective.Intoday’svolume,Iwillonceagaincoverthreemaintopics.First,IwilldiscusstheestimatednumberofserversusedbyAmazon,theworld’slargestonlineretailer,andwhyin-housedevelopmentisadvantageousfor…

2022
3/
23

Edge AI Evangelist’s Thoughts Vol.18: Decarbonizing AI development by a factor of 100 compared to Deep Learning AI

Helloeveryone,thisisHaruyukiTago,EdgeEvangelistatHACARUS'TokyoR&Dcenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadesofexperienceinthesemiconductorindustryandIwillcommentonvariousAIindustry-relatedtopicsfrommyuniqueperspective.Intoday’svolume,Iwilltrymybesttocoverthreetopics.Thefirstinvolvesexaminingthetransitionofcomputationalpowerduringmachinelearningtraining.ThesecondexploreswhythepowerconsumptionandCO2emissions…

2022
2/
07

Edge AI Evangelist’s Thoughts Vol.17: Measuring a Bluetooth Microcontroller’s Battery Life

Helloeveryone,thisisHaruyukiTago,EdgeEvangelistatHACARUS'TokyoR&Dcenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadesofexperienceinthesemiconductorindustryandIwillcommentonvariousAIindustry-relatedtopicsfrommyuniqueperspective.BatteryLifeModel&PredictionsforBluetoothMicrocontrollers Previouslyinvolume15oftheEdgeAIEvangelistThoughtsseries[1],IexploredusingaBluetoothLow-powerThermometerprogramusingthe‘Thunderboard’bySiliconlabs[2].…

2021
12/
28

Visualizing AI: PDP Reliability using d-ICE

IntroductionHelloeveryone,thisisYushiro,adatascientistatHACARUS. Thesedays,withlibrariessuchasScikit-learn,TensorFlow,andPyTorch,itisbecomingincreasinglyeasytocreatemachinelearningmodelsusingdata.Thesemodelsarecommonlyusedtomakepredictionsfornewdatabasedondatafromthepast. However,asthesemodelsbecomemorecomplex,theissuesofblack-boxingbecomemoreprevalent.Thismakesitdifficultforuserstounderstandthereasoningbehindthemodel’sdecision-making.Black-boxingis…

2021
11/
16

Edge AI Evangelist’s Thoughts Vol.15: Bluetooth Microcomputers – Part 2

Helloeveryone,thisisHaruyukiTago,EdgeEvangelistatHACARUS'TokyoR&Dcenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadesofexperienceinthesemiconductorindustryandIwillcommentonvariousAIindustry-relatedtopicsfrommyuniqueperspective.Inthisvolume,Iwillcontinuemydiscussionaboutmicrocomputers.Inparticular,IwouldliketotalkaboutitsBluetoothfunctionalityfordatacollectioninanedgeAIsystem. BluetoothEnabledMicrocomputersInpart1…

2021
11/
09

Edge AI Evangelist’s Thoughts Vol.14: Bluetooth Microcomputers – Part 1

Helloeveryone,I’mHaruyukiTago,EdgeEvangelistattheHACARUSTokyoR&Dcenter.Inthisseriesofarticles,IwillsharesomeinsightsfrommydecadesofexperienceinthesemiconductorindustryandIwillcommentonvariousAIindustry-relatedtopicsfrommyuniqueperspective.Inthisvolume,IwouldliketotalkalittleaboutmicrocomputerswithBluetoothfunctionality.ThemicrocomputerswewillcovertodayarealsodesignedfordatacollectioninedgeAIsystems.MicrocomputerswithBluetoothFunctionality…

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