Ohm's Law + Kirchhoff's Current Law = Better AI: Neural-Network Processing Done in Memory with Analog Circuits will Save Energy
Geoffrey W. Burr, Abu Sebastian, Takashi Ando, Wilfried Haensch
Abstract
Machine learning and artificial intelligence (AI) have already penetrated so deeply into our life and work that you might have forgotten what interactions with machines used to be like. We used to ask only for precise quantitative answers to questions conveyed with numeric keypads, spreadsheets, or programming languages: “What is the square root of 10?” “At this rate of interest, what will be my gain over the next five years?”
Topics & Concepts
OhmArtificial neural networkComputer scienceWork (physics)LawCurrent (fluid)Electronic circuitEnergy (signal processing)Artificial intelligenceOhm's lawSquare rootMoore's lawScheme (mathematics)Electrical engineeringElectronic engineeringEngineeringMathematicsMechanical engineeringPolitical scienceGeometryStatisticsMathematical analysisNeural Networks and Applications