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- W4379115923 abstract "A novel deep neural network (DNN) architecture is proposed wherein the filtering and linear transform are realized solely with product quantization (PQ). This results in a natural implementation via content addressable memory (CAM), which transcends regular DNN layer operations and requires only simple table lookup. Two schemes are developed for the end-to-end PQ prototype training, namely, through angle- and distance-based similarities, which differ in their multiplicative and additive natures with different complexity-accuracy tradeoffs. Even more, the distance-based scheme constitutes a truly multiplier-free DNN solution. Experiments confirm the feasibility of such Product-QuantizEd Content Addressable Memory Network (PECAN), which has strong implication on hardware-efficient deployments especially for in-memory computing." @default.
- W4379115923 created "2023-06-03" @default.
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- W4379115923 date "2023-04-01" @default.
- W4379115923 modified "2023-10-02" @default.
- W4379115923 title "PECAN: A Product-Quantized Content Addressable Memory Network" @default.
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- W4379115923 doi "https://doi.org/10.23919/date56975.2023.10137218" @default.
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