Zobrazeno 1 - 10
of 45 220
pro vyhledávání: '"boolean logic"'
Publikováno v:
In Findings of the Association for Computational Linguistics: EMNLP 2024, pages 2767-2779
Dense retrieval, which aims to encode the semantic information of arbitrary text into dense vector representations or embeddings, has emerged as an effective and efficient paradigm for text retrieval, consequently becoming an essential component in v
Externí odkaz:
http://arxiv.org/abs/2411.12235
We introduce SetBERT, a fine-tuned BERT-based model designed to enhance query embeddings for set operations and Boolean logic queries, such as Intersection (AND), Difference (NOT), and Union (OR). SetBERT significantly improves retrieval performance
Externí odkaz:
http://arxiv.org/abs/2406.17282
Deep learning is computationally intensive, with significant efforts focused on reducing arithmetic complexity, particularly regarding energy consumption dominated by data movement. While existing literature emphasizes inference, training is consider
Externí odkaz:
http://arxiv.org/abs/2405.16339
Autor:
Leconte, Louis
The notion of Boolean logic backpropagation was introduced to build neural networks with weights and activations being Boolean numbers. Most of computations can be done with Boolean logic instead of real arithmetic, both during training and inference
Externí odkaz:
http://arxiv.org/abs/2401.16418
Electrical switching of magnetization is central to spintronics. Despite the enormous efforts on the spin torques and the Dzyaloshinskii-Moriya interaction (DMI) effects, some fundamental physics for electrical switching of magnetization is still mis
Externí odkaz:
http://arxiv.org/abs/2403.16035
Autor:
Yuksel, Ismail Emir, Tugrul, Yahya Can, Olgun, Ataberk, Bostanci, F. Nisa, Yaglikci, A. Giray, Oliveira, Geraldo F., Luo, Haocong, Gómez-Luna, Juan, Sadrosadati, Mohammad, Mutlu, Onur
Processing-using-DRAM (PuD) is an emerging paradigm that leverages the analog operational properties of DRAM circuitry to enable massively parallel in-DRAM computation. PuD has the potential to reduce or eliminate costly data movement between process
Externí odkaz:
http://arxiv.org/abs/2402.18736
Nanoparticles interconnected by insulating organic molecules exhibit nonlinear switching behavior at low temperatures. By assembling these switches into a network and manipulating charge transport dynamics through surrounding electrodes, the network
Externí odkaz:
http://arxiv.org/abs/2312.04717
Autor:
Nguyen, Van Minh
The notion of variation is introduced for the Boolean set and based on which Boolean logic backpropagation principle is developed. Using this concept, deep models can be built with weights and activations being Boolean numbers and operated with Boole
Externí odkaz:
http://arxiv.org/abs/2311.07427