An MTJ device with orthogonal easy axes is proposed to realize signed LIF neurons, with LLG simulations confirming the behavior and network tests showing 91.06% CIFAR-10 accuracy.
Domain Wall Leaky Integrate- and-Fire Neurons with Shape -Based Configurable Activation Functions,
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Signed Spiking Neuron Enabled by an Orthogonal-Easy-Axis Magnetic Tunnel Junction
An MTJ device with orthogonal easy axes is proposed to realize signed LIF neurons, with LLG simulations confirming the behavior and network tests showing 91.06% CIFAR-10 accuracy.