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A Mathematical Approach Towards Quantization of Floating Point Weights in Low Power Neural Networks.
Joydeep Kumar Devnath
Neelam Surana
Joycee Mekie
Published in:
VLSI Design (2020)
Keyphrases
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low power
floating point
neural network
power consumption
high speed
low cost
fixed point
single chip
instruction set
digital signal processing
vlsi architecture
low power consumption
gate array
sparse matrices
logic circuits
vlsi circuits
higher order
image sensor
energy efficiency