Representations are base of intelligent process in AI and is grounded to the outside world. In old days, they are designed by hand, but they are learned from data in today.
So, we need the new technical base for handling learned representations. We need to understand and to formulate them. We need to study construction / learning method and utilization method. I started to call this field Representation Engineering.
Theoretical foundation of this field will be such as categorical theory, algorithm information theory, ontology. Research will be advance by referring cognitive science / neuroscience etc.
Representations are base of intelligent process in AI and is grounded to the outside world. In old days, they are designed by hand, but they are learned from data in today.
So, we need the new technical base for handling learned representations. We need to understand and to formulate them. We need to study construction / learning method and utilization method. I started to call this field Representation Engineering.
Theoretical foundation of this field will be such as categorical theory, algorithm information theory, ontology. Research will be advance by referring cognitive science / neuroscience etc.
2017年7月14日開催の第1回八子クラウドナイト事前配布趣旨説明資料ですぅ。
通常は週末土曜日に6時間ぶっ通しで開催する座談会を平日夜バージョンでおこなったものです。
テーマは「クラウドに繋がる身近なデバイス」です。
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センサーとIPネットワーク接続の現場から得られた知見と、IoTを産業として展開する上で理解しておくと良いポイントをご紹介します