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Implementing a SoC-FPGA Based Acceleration System for On-Board SVM Training for Robotic Transtibial Prostheses.
Jingeng Mai
Dongfang Xu
Haolin Li
Shichang Zhang
Jiaying Tan
Qining Wang
Published in:
RCAR (2018)
Keyphrases
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svm training
hardware software partitioning
generalization ability
support vector machine
kernel methods
svm classification
support vectors
stochastic gradient descent
imbalanced data
decomposition method
learning algorithm
lower bound
support vector machine svm
field programmable gate array