A Novel Voltage-Accumulation Vector-Matrix Multiplication Architecture Using Resistor-shunted Floating Gate Flash Memory Device for Low-power and High-density Neural Network Applications

international electron devices meeting, 2018.

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Abstract:

We propose a novel processing-in-memory (PIM) architecture based on the voltage summation concept to accelerate the vector-matrix multiplication for neural network (NN) applications. The core device is formed by adding a buried shunt resistor to a floating gate Flash memory device. The NN string is constructed the same way as in NAND Flas...More

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