Stochastic Gradient Descent Inspired Training Technique for a CMOS/Nano Memristive Trainable Threshold Gate Array.
Harika ManemJeyavijayan RajendranGarrett S. RosePublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2012)
Keyphrases
- stochastic gradient descent
- gate array
- early stopping
- matrix factorization
- least squares
- loss function
- step size
- low power
- random forests
- high speed
- weight vector
- online algorithms
- power consumption
- linear svm
- multiple kernel learning
- low cost
- support vector machine
- regularization parameter
- collaborative filtering
- machine learning
- convergence speed
- monte carlo