Kernel approximation is widely used to scale up kernel SVM training and prediction. However, the memory computation costs of models are still too large if we want deploy them on memory-limited devices such as mobile phones, smart watches IoT devices. To address this challenge, propose a novel computation-efficient model by using both binary embedding coefficients. First, an efficient way genera...

The use of information and communication technology itself has grown rapidly throughout the world during COVID-19 pandemic. Developed countries that have succeeded in reducing number cases used various methods using technology. Such as tracking applications installed on cellular phones, payments mobile payment applications, installation infrared heat detection cameras at entrances public places...

Existing methods for few-shot speaker identification (FSSI) obtain high accuracy, but their computational complexities and model sizes need to be reduced lightweight applications. In this work, we propose a FSSI method using prototypical network with the final goal implement on intelligent terminals limited resources, such as smart watches speakers. proposed network, an embedding module is desi...

CMUSAT-Base is a satisfiability (SAT) solver for formulas expressed in conjunctive normal form (CNF). It uses the DPLL algorithm to decide the satisfiability of CNF formulas. The basic DPLL algorithm is enhanced using various standard techniques such as watch literal scheme for efficient Boolean Constraint Propagation, conflict driven learning, non-chronological backtracking, restarts, conflict...

Visible light can track molecules with nanometer and millisecond resolution, even amid the complexity of a living cell.

Many runners use watches incorporating Global Positioning System technology to track their workouts. These devices can be valuable training aids, but they have limitations. For several reasons including variations in satellite position, environmental factors, and design decisions made by the manufacturer, GPS-enabled produce position measurement errors. result incorrect estimations of total dis...