South Korean researchers have successfully developed a core technology that can fundamentally resolve "memory shortages," a chronic bottleneck in large-scale artificial intelligence (AI) training.

Achieving optimal performance in GPU-centric workflows frequently requires customizing how host and device memory are allocated. For example, using "pinned" host memory for asynchronous host <-> ...

Abstract: High-level synthesis (HLS) of field programmable gate array (FPGA)-based accelerators has been proposed in order to simplify accelerator design process with respect to design time and ...

Abstract: Deep learning has been revolutionizing many aspects of our society, powering various fields including computer vision, natural language processing, and activity recognition. However, the ...

Definitely Fastest and Zero Allocation JSON Serializer for C#(.NET, .NET Core, Unity and Xamarin), this serializer write/read directly to UTF8 binary so boostup performance. And I adopt the same ...

Saccadic eye movements are the primary means by which people gather information about the environment. An average fixation duration is a fraction of a second in natural viewing conditions, which, in ...

Contributions to the previous Frontiers Research Topic Understanding the Role of the Time Dimension in the Brain Information Processing shed light on the critical role of hierarchical neural ...