Zobrazeno 1 - 10
of 3 266
pro vyhledávání: '"PERIYASAMY P."'
VQC can be understood through the lens of Fourier analysis. It is already well-known that the function space represented by any circuit architecture can be described through a truncated Fourier sum. We show that the spectrum available to that truncat
Externí odkaz:
http://arxiv.org/abs/2411.03450
Autor:
Koral, Yoav, Avraham, Shilo, Periyasamy, Manimuthu, Deutscher, Guy, Schacham, Shmuel E., Farber, Eliyahu
An essential step in building a quantum computer system is combining two qubits. Previous theoretical analyses of this element have been based primarily on the short schematic matrix approaches. In the present work we extend the investigation to the
Externí odkaz:
http://arxiv.org/abs/2409.10086
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule
Autor:
Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D., Mauerer, Wolfgang
The study of variational quantum algorithms (VQCs) has received significant attention from the quantum computing community in recent years. These hybrid algorithms, utilizing both classical and quantum components, are well-suited for noisy intermedia
Externí odkaz:
http://arxiv.org/abs/2404.15751
Autor:
Rietsch, Sebastian, Dubey, Abhishek Y., Ufrecht, Christian, Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D.
This paper presents a deep reinforcement learning approach for synthesizing unitaries into quantum circuits. Unitary synthesis aims to identify a quantum circuit that represents a given unitary while minimizing circuit depth, total gate count, a spec
Externí odkaz:
http://arxiv.org/abs/2404.14865
Autor:
Meyer, Nico, Ufrecht, Christian, Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D., Maier, Andreas
Quantum computer simulation software is an integral tool for the research efforts in the quantum computing community. An important aspect is the efficiency of respective frameworks, especially for training variational quantum algorithms. Focusing on
Externí odkaz:
http://arxiv.org/abs/2404.06314
Autor:
Periyasamy, Arul Selvam, Behnke, Sven
Cluttered bin-picking environments are challenging for pose estimation models. Despite the impressive progress enabled by deep learning, single-view RGB pose estimation models perform poorly in cluttered dynamic environments. Imbuing the rich tempora
Externí odkaz:
http://arxiv.org/abs/2403.09309
Autor:
Ufrecht, Christian, Herzog, Laura S., Scherer, Daniel D., Periyasamy, Maniraman, Rietsch, Sebastian, Plinge, Axel, Mutschler, Christopher
Publikováno v:
Phys. Rev. A 109, 052440 (2024)
Circuit cutting, the partitioning of quantum circuits into smaller independent fragments, has become a promising avenue for scaling up current quantum-computing experiments. Here, we introduce a scheme for joint cutting of two-qubit rotation gates ba
Externí odkaz:
http://arxiv.org/abs/2312.09679
Object pose estimation is a long-standing problem in computer vision. Recently, attention-based vision transformer models have achieved state-of-the-art results in many computer vision applications. Exploiting the permutation-invariant nature of the
Externí odkaz:
http://arxiv.org/abs/2312.08268
Autor:
Sekar Kidambi Raju, Saravanan Natesan, Amal H. Alharbi, Subhash Kannan, Doaa Sami Khafaga, Muthusamy Periyasamy, Marwa M. Eid, El-Sayed M. El-kenawy
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-22 (2024)
Abstract The research objective in the context of the study relates to the major concern of corrosion affecting the wind turbines in operation to find materials with high durability in relation to environmental conditions of operation, strength, and
Externí odkaz:
https://doaj.org/article/db539948e4f4464295012bc0c5fb1596
Publikováno v:
Alexandria Engineering Journal, Vol 105, Iss , Pp 760-775 (2024)
Wireless Sensor Networks (WSN) faces numerous problems. The deployment of the sensor nodes in faraway places makes battery replacement a difficult process. As a result, there are energy constraints and security issues. So, the fusion of SDN with WSN
Externí odkaz:
https://doaj.org/article/524944e688e84378965fefebbdbed450