Murphy AI
SEMRON GmbH
SEMRON's unique approach based on the proprietary CapRAM™ technology enables LLM inference while only transferring activations to/from memory dies. This results in a much lower total cost of operation due to multiple reasons, including much cheaper packaging compared to HBM.
With CapRAM™, we are able to compute dot-products directly inside 3D-NAND-Flash. All remaining computations and data movements are performed on an SoC directly attached to this compute-capable memory. In this role, you will lead the development of the details of the digital architecture combining SRAM, DMA units, CPUs, Vector Processors, Routers and Chiplet Communication Units according to the specs already developed by SEMRON's team.
At SEMRON, we’re redefining what’s possible in AI hardware. Our core innovation lies in analog in-memory computing for deep neural network acceleration, enabling us to build compute architectures that scale vertically into the third dimension, much like NAND flash revolutionized memory. This leap in physical density allows us to deploy models with billions of parameters on chip areas as small as a few square millimeters.
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