LongShort-TermMemory(LSTM)

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FPGA Based Deep Learning Accelerators Take on ASICs

Over the last couple of years, the idea that the most efficient and high performance way to accelerate deep learning training and inference is with a custom ASIC—something designed to fit the specific needs of modern frameworks. While this idea has racked up major mileage, especially recently with the acquisition of Nervana Systems by Intel

Learning Human Identity from Motion Patterns

Google researchers present a large-scale study exploring the capability of temporal deep neural networks to interpret natural human kinematics and introduce the first method for active biometric authentication with mobile inertial sensors. They have created a first-of-its-kind data set of human movements, passively collected by 1500 volunteers using their smartphones daily over several months. We