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Stochastic Numerics Research Group
STOCHNUM
Stochastic Numerics Research Group

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RTL

Spatial Dataflow is all you need!

Jian Weng, Assistant Professor, Computer Science
Feb 10, 12:00 - 13:00

B9 L2 R2325

machine learning RTL computational methods

Jian Weng's research, inspired by spatial dataflow, proposes a unified hardware design and implementation framework that leverages a familiar software programming paradigm, enabling concise and efficient designs while significantly reducing code complexity and achieving near-handcrafted performance, with future applications in ML inference systems targeting memory bandwidth limitations.

Meshal Binmitaab

Visiting Student, Electrical and Computer Engineering

3D printing RTL FPGA network security flexible solar cells

Stochastic Numerics Research Group (STOCHNUM)

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