Abstract: In this work, we propose an energy-efficient 64$\times $ 64 compute-in-memory (CIM) SRAM macro using a 7T bit-cell in 65nm CMOS UMC PDK. It supports 4-bit inputs, 4-bit weights & 4-bit ...

Imagine a world where scientific experiments yielded different results every time you ran them, even with identical setups. Or a financial model that produced varying predictions for the exact same ...

Large language models (LLMs) excel in language tasks but struggle on resource-constrained devices due to high memory demands and latency from dense multiplications. Shift-and-add reparameterization ...

Abstract: Neural network accelerators have been widely applied to edge devices for complex tasks like object tracking, image recognition, etc. Previous works have explored the quantization ...

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A bitwise operator is a character that represents an action taken on data at the bit level, as opposed to bytes or larger units of data. More simply put, it is an operator that enables the ...

Here's everything you need to know about Java operators and operator types, and how to use them to write expressions for your Java programs. In this tutorial, you will learn how to write expressions ...