Patent ID: 9563855
Date: 2017-02-07
CPC Classifications: G06F,G06N

Claim:
1. A wearable device comprising: a battery to power the wearable device; a user interface to detect a first plurality of events during a self-training stage of the wearable device and a second plurality of events during a validation stage of the wearable device; one or more generic classifiers to generate self-training data based on the first plurality of events; a personal classifier, wherein the one or more generic classifiers and the personal classifier are to generate validation data based on the second plurality of events; a validator coupled to the one or more generic classifiers and the personal classifier, the validator to substitute the personal classifier for the one or more generic classifiers if the validation data indicates that the personal classifier satisfies a confidence condition relative to the one or more generic classifiers; a trainer coupled to the personal classifier, the trainer to train the personal classifier based on the self-training data; and a hardware accelerator, wherein the hardware accelerator is a silicon-based programmable pattern recognition neural network, wherein the trainer is to map the personal classifier to the hardware accelerator.