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20232026
most citedSONIQ: System-Optimized Noise-Injected Ultra-Low-Precision Quantization with Full-Precision Parity

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cs.ET2024

Drop-Connect as a Fault-Tolerance Approach for RRAM-based Deep Neural Network Accelerators

Mingyuan Xiang, Xuhan Xie, Pedro Savarese +3

Resistive random-access memory (RRAM) is widely recognized as a promising emerging hardware platform for deep neural networks (DNNs). Yet, due to manufacturing limitations, current…