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Showing 1 to 2 of 2 for “"Neural Network Acceleration"”.
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Superparamagnetic Tunnel Junctions for Reliable True Randomness and Efficient Probabilistic Machine Learning
… (sADCs) in a crossbar array architecture for neural network acceleration, showing performance comparable to software implementations. This work highlights the potential of sMTJs to revolutionize energy-efficient computing and provides a foundation for future advancements in probabilistic …
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Support for Accessible Bitsliced Software
… to implement a method for accelerating software neural network processing with reduced-precision computation on highly constrained devices. To address the data transposition overhead and to support a hardware attack-resistant architecture, a custom DMA controller is introduced that efficiently …