Frontiers

Network pharmacology: an efficient but underutilized approach in oral, head and neck cancer therapy—a review

The application of network pharmacology (NP) has advanced our understanding of the complex molecular mechanisms underlying diseases, including neck, head, and oral cancers, as well as thyroid ...
IEEE

20.5 C-Transformer: A 2.6-18.1μJ/Token Homogeneous DNN-Transformer/Spiking-Transformer Processor with Big-Little Network and Implicit Weight Generation for Large Language Models

Abstract: Recently, transformer-based large language models (LLMs), shown in Fig. 20.5.1, are widely used, and even on-device LLM systems with real-time responses are anticipated [1]. Many transformer ...
IEEE

C-DNN: A 24.5-85.8TOPS/W Complementary-Deep-Neural-Network Processor with Heterogeneous CNN/SNN Core Architecture and Forward-Gradient-Based Sparsity Generation

Abstract: Spiking-Neural-Networks (SNNs) have been studied for a long time, and recently have been shown to achieve the same accuracy as Convolutional-Neural-Networks (CNNs). By using CNN-to-SNN ...
Variety

Most-Watched Television Networks: Ranking 2022’s Winners and Losers

Source: Nielsen, NPM (12/27/2021-12/4/2022, Live+7 and 12/5/2022-12/18/2022, Live+SD vs. 12/28/2020-12/5/2021, Live+7 and 12/6/2021-12/19/2021, Live+SD) Mon-Sat 8pm-11pm/Sun 7pm-11pm, ad-supported and ...
Frontiers

A Practical Guide to the Numerical Implementation of Tensor Networks I: Contractions, Decompositions, and Gauge Freedom

We present an overview of the key ideas and skills necessary to begin implementing tensor network methods numerically, which is intended to facilitate the practical application of tensor network ...