Researchers develop a digital spintronic compute-in-memory macro for energy-efficient artificial intelligence processing
Researchers from at Southern University of Science and Technology, Xi’an Jiaotong University and other institutes recently reported a spintronic compute-in-memory (CIM) macro designed to improve computational efficiency in artificial intelligence hardware. The device is a 64-kb non-volatile digital CIM macro fabricated using 40-nm spin-transfer torque magnetic random-access memory (STT-MRAM) technology, which stores information through the magnetic orientation of nanometer-scale layers.
Conventional computing architectures separate memory and processing units, requiring frequent data transfer that increases latency and energy consumption. CIM designs address this limitation by integrating storage and computation, though most prior implementations have relied on analog operations that constrain accuracy, scalability, and robustness. The newly developed digital CIM architecture addresses these limitations by combining the endurance and non-volatility of STT-MRAM with digitally controlled computation.
Source: https://www.spintronics-info.com/researchers-develop-digital-spintronic-compute-memory-macro-energy-efficient
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