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New CMSIS-NN Neural Network Kernels Boost Efficiency in Microcontrollers by ~5x
Vikas Chandra
CMSIS-NN is a library of neural network kernels that maximizes the performance & efficiency of DNNs on Cortex-M-based platforms for smart IoT edge devices.
January 23, 2018
How to Achieve High-Accuracy Keyword Spotting on Cortex-M Processors
Vikas Chandra
It is possible to optimize neural network architectures to fit within the memory and compute constraints of microcontrollers without sacrificing accuracy.
January 18, 2018