High Efficiency Computer Memory Devices for Neuromorphic Computing
Researchers at Purdue University have developed a technology that includes a heavy metal/ferromagnetic heterostructure that employs spin-orbit torque to implement spike-timing-dependent plasticity (STDP) in order to create a reliable operation to online learning. The proposed technology offers the advantage of decoupled spike transmission and programming current paths. Subsequently, this technology decreases redundant power consumption and increases energy efficiency.
Decoupled spike transmission and programming current paths increases reliability of online learning Decreases redundant power consumption and increases energy efficiency
Neuromorphic engineering Supercomputers
Kaushik RoyNanoelectronics Research LaboratoryPurdue Electrical and Computer Engineering
United States
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美國
