Maniraman Periyasamy

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Quantum Computation

Temporal Difference

Reinforcement Learning

Machine Learning

Top Venues

J. Frankl. Inst.

Publications

Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR (2024)
Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule. CoRR (2024)
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients. QCE (2023)
Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Cutting multi-control quantum gates with ZX calculus. Quantum 7 (2023)
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer
Uncovering instabilities in variational-quantum deep Q-networks. J. Frankl. Inst. 360 (17) (2023)
Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Batch Quantum Reinforcement Learning. CoRR (2023)
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients. CoRR (2023)
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
A Survey on Quantum Reinforcement Learning. CoRR (2022)
Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Incremental Data-Uploading for Full-Quantum Classification. CoRR (2022)
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer
Uncovering Instabilities in Variational-Quantum Deep Q-Networks. CoRR (2022)
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Incremental Data-Uploading for Full-Quantum Classification. QCE (2022)