Energy-efficient Mott activation neuron for full-hardware implementation of neural networks
Sangheon Oh, Yuhan Shi, Javier del Valle, Pavel Salev, Yi‐Chen Lu, Zhisheng Huang, Yoav Kalcheim, Iván K. Schuller, Duygu Kuzum
Topics & Concepts
MNIST databaseCrossbar switchComputer scienceActivation functionBottleneckSpiking neural networkArtificial neural networkResistive random-access memoryTopology (electrical circuits)Computer hardwarePhysicsEmbedded systemElectrical engineeringVoltageArtificial intelligenceTelecommunicationsEngineeringQuantum mechanicsAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesMachine Learning and ELM