Aaron Sorkin’s upcoming film The Social Reckoning revisits the story of Facebook—this time focusing not on its founding, but on the fallout from one of the most consequential whistleblower cases in ...
Abstract: In this paper, we present WinoNN, which utilizes fast Winograd algorithm to optimize FPGA-based neural network accelerators. In particular, Winograd algorithm effectively reduces the ...
MIOpen is AMD's open-source deep-learning primitive library, similar in role to NVIDIA cuDNN. It provides optimized implementations of operations such as convolutions, pooling, normalization, and ...
ABSTRACT: The process of ranking scientific publications in dynamic citation networks plays a crucial rule in a variety of applications. Despite the availability of a number of ranking algorithms, ...
Abstract: In recent years, FPGA-based convolutional neural networks (CNNs) accelerator has received tremendous research interest, especially in fields such as autonomous driving and robotics. For the ...
The computational significance of consciousness is an important and potentially more tractable research theme than the hard problem of consciousness, as one could look at the correlation of ...
In order to realize the real-time processing and analysis of astronomical ultra-wide bandwidth signals, this study proposes a sub-band division algorithm based on RFSoC. The algorithm uses Kaiser ...
In a time of societal polarization, the combination of people’s search habits and the search tools they use being optimized for relevance may perpetuate echo chambers. We document this across various ...
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