6 papers
Evaluation of Wafer-Scale SOT-MRAM for Analog Crossbar Array Applications
Samuel Liu, Chen-Yu Hu, Ming-Yuan Song +2
Analog crossbar arrays consisting of emerging memory devices can greatly alleviate the computational strain required by vector matrix multiplications for neural network application…
Skin Controlled Electronic and Neuromorphic Tattoos
Dmitry Kireev, Nandu Koripally, Samuel Liu +10
Wearable human activity sensors developed in the past decade show a distinct trend of becoming thinner and more imperceptible while retaining their electrical qualities, with graph…
Impact of external magnetic fields on STT-MRAM
Bernard Dieny, Sanjeev Aggarwal, Vinayak Bharat Naik +15
This application note discusses the working principle of spin-transfer torque magnetoresistive random access memory (STT-MRAM) and the impact that magnetic fields can have on STT-M…
Kinematic Model of Magnetic Domain Wall Motion for Fast, High-Accuracy Simulations
Kristi Doleh, Leonard Humphrey, Chandler M. Linseisen +8
Domain wall (DW) devices have garnered recent interest for diverse applications including memory, logic, and neuromorphic primitives; fast, accurate device models are therefore imp…
Domain Wall Magnetic Tunnel Junction Reliable Integrate and Fire Neuron
Can Cui1, Sam Liu, Jaesuk Kwon +1
In spiking neural networks, neuron dynamics are described by the biologically realistic integrate-and-fire model that captures membrane potential accumulation and above-threshold f…
Tunable Spike-Timing-Dependent Plasticity in Magnetic Skyrmion Manipulation Chambers
Zulfidin Khodzhaev, Jean Anne C. Incorvia
Magnetic skyrmions, as scalable and non-volatile spin textures, can dynamically interact with fields and currents, making them promising for unconventional computing. This paper pr…