Neuromorphic Processing Set to Propel Growth in AI - IDEX Health & ScienceIDEX Health & Science

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    Neuromorphic Processing Set to Propel Growth in AI

    Article obtained from Photonics RSS Feed.

    Increasing volumes of data required for smart devices are prompting a reevaluation of computing performance, inspired by the human brain’s capabilities for processing and efficiency. Smart devices must respond quickly, yet efficiently, thereby relying on processor cores that optimize energy consumption, memory access, and thermal performance.

    Courtesy of www.iStock.com/MF3d.
    Central processing units (CPUs) address computing tasks sequentially, whereas the artificial intelligence (AI) algorithm for deep learning is based on neural networks. Its matrix operations require parallel processing performed by graphics processing units (GPUs), which have hundreds of specialized cores working in parallel.

    The deep neural…

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    Mar, 19 2021 |

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