Zobrazeno 1 - 10
of 6 595
pro vyhledávání: '"Yiğit, P."'
Autor:
Demirag, Yigit
Publikováno v:
Demirag, Yigit. Analog Alchemy: Neural Computation with In-Memory Inference, Learning and Routing. 2024, University of Zurich, Faculty of Science
As neural computation is revolutionizing the field of Artificial Intelligence (AI), rethinking the ideal neural hardware is becoming the next frontier. Fast and reliable von Neumann architecture has been the hosting platform for neural computation. A
Externí odkaz:
http://arxiv.org/abs/2412.20848
In this work, the influence of geometry and domain size on spatiotemporal pattern formation is investigated to establish parameter spaces for a cross-diffusive reaction-diffusion model on an annulus. By applying linear stability theory, we derive con
Externí odkaz:
http://arxiv.org/abs/2412.20097
Autor:
Çelik, Ege Yiğit, Tekir, Selma
Citations are essential building blocks in scientific writing. The scientific community is longing for support in their generation. Citation generation involves two complementary subtasks: Determining the citation worthiness of a context and, if it's
Externí odkaz:
http://arxiv.org/abs/2412.17534
This article introduces an iterative distributed computing estimator for the multinomial logistic regression model with large choice sets. Compared to the maximum likelihood estimator, the proposed iterative distributed estimator achieves significant
Externí odkaz:
http://arxiv.org/abs/2412.01030
Autor:
Amini, Arash, Bayiz, Yigit Ege, Lee, Eun-Ju, Somer-Topcu, Zeynep, Marculescu, Radu, Topcu, Ufuk
Competition among news sources may encourage some sources to share fake news and misinformation to influence the public. While sharing misinformation may lead to a short-term gain in audience engagement, it may damage the reputation of these sources,
Externí odkaz:
http://arxiv.org/abs/2411.15677
Autor:
Iturria-Rivera, Pedro Enrique, Gaigalas, Raimundas, Elsayed, Medhat, Bavand, Majid, Ozcan, Yigit, Erol-Kantarci, Melike
Extended Reality (XR) services are set to transform applications over 5th and 6th generation wireless networks, delivering immersive experiences. Concurrently, Artificial Intelligence (AI) advancements have expanded their role in wireless networks, h
Externí odkaz:
http://arxiv.org/abs/2411.14264
Autor:
Yigit, Oguzhan, Wilson, Richard C.
The Laplace-Beltrami operator has established itself in the field of non-rigid shape analysis due to its many useful properties such as being invariant under isometric transformation, having a countable eigensystem forming an orthonormal basis, and f
Externí odkaz:
http://arxiv.org/abs/2411.08272
Traditional decision tree algorithms are explainable but struggle with non-linear, high-dimensional data, limiting its applicability in complex decision-making. Neural networks excel at capturing complex patterns but sacrifice explainability in the p
Externí odkaz:
http://arxiv.org/abs/2411.08257
Autor:
Zhang, Han, Elsayed, Medhat, Bavand, Majid, Gaigalas, Raimundas, Ozcan, Yigit, Erol-Kantarci, Melike
Federated learning (FL) is an innovative distributed artificial intelligence (AI) technique. It has been used for interdisciplinary studies in different fields such as healthcare, marketing and finance. However the application of FL in wireless netwo
Externí odkaz:
http://arxiv.org/abs/2411.04159
Similar to a classical processor, which is an algorithm for reading a program and executing its instructions on input data, a universal programmable quantum processor is a fixed quantum channel that reads a quantum program $\lvert\psi_{U}\rangle$ tha
Externí odkaz:
http://arxiv.org/abs/2411.03648