Unlocking the Potential of LDPC Decoders with PiM Acceleration
This paper introduces a novel concept for exploiting processing in-memory (PiM) hardware
decoding low-density parity-check (LDPC) codes. The PiM hardware can be used to mitigate …
decoding low-density parity-check (LDPC) codes. The PiM hardware can be used to mitigate …
Processing Multi-Layer Perceptrons In-Memory
P Carrinho, O Ferraz, JD Ferreira… - … IEEE Workshop on …, 2024 - ieeexplore.ieee.org
Important modern applications such as machine learning, deep learning, graph processing,
databases (and many others) are memory-bound. This creates a bottleneck caused by the …
databases (and many others) are memory-bound. This creates a bottleneck caused by the …
CINEMA: A Configurable Binary Segmentation Based Arithmetic Module for Mixed-Precision In-Memory Acceleration
The emergence of mixed-precision quantization (MPQ) applied to edge AI models highlights
the critical need for hardware support. It is a promising model compression approach with …
the critical need for hardware support. It is a promising model compression approach with …