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Abstract: In this article, we propose a complementary deep-neural-network (C-DNN) processor by combining convolutional neural network (CNN) and spiking neural network (SNN) to take advantage of them.

Abstract: A high-performance Deep Neural Network (DNN) model is a valuable intellectual property (IP) since designing and training such a model from scratch is very costly. Model transfer learning, ...

To effectively utilize heterogeneous specialized hardware units in modern GPUs, such as TensorCores and Tensor Memory Accelerators, this paper introduces PipeThreader, a new DNN compiler. PipeThreader ...

DISB is a DNN Inference Serving Benchmark with diverse workloads and models. It was originally designed to simulate real-time scenarios, e.g. autonomous driving systems, where both low latency and ...

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As of December 31, 2025, Denison Mines Corp. had a $2.4 billion market capitalization, putting it in the 58th percentile of companies in the Oil, Gas & Consumable Fuels industry. Denison Mines Corp.

Current state-of-the-art employs approximate multipliers to address the highly increased power demands of DNN accelerators. However, evaluating the accuracy of approximate DNNs is cumbersome due to ...

Denison Mines Corp. engages in the exploration and development of uranium. The firm has interests in the Athabasca Basin, Wheeler River, Midwest Project, McClean Lake, and Waterbury Lake. The company ...