Papers
※ Simulated Bifurcation Machine = SBM
| Title | Date of Issue |
|---|---|
| Enhancing In-vehicle Multiple Object Tracking Systems with Embeddable Ising Machines Kosuke Tatsumura, Yohei Hamakawa, Masaya Yamasaki, Koji Oya, Hiroshi Fujimoto, arXiv:2410.14093 (2024) https://doi.org/10.48550/arXiv.2410.14093 |
21 Oct,2024 |
| Collaborative filtering based on nonnegative/binary matrix factorization Y. Terui, Y. Inoue, Y. Hamakawa, K. Tatsumura, K. Kudo, arXiv:2410.10381 (2024) https://doi.org/10.48550/arXiv.2410.10381 |
14 Oct,2024 |
| QUBO Problem Formulation of Fragment-Based Protein–Ligand Flexible Docking. K. Yanagisawa, T. Fujie, K. Takabatake, and Y. Akiyama, Entropy, 26, 397 (2024). https://doi.org/10.3390/e26050397 |
30 April, 2024 |
| H. Obata, T. Nabetani, H. Goto, and K. Tatsumura, “Ultra-High-Speed Optimization for 5G Wireless Resource Allocation by Simulated Bifurcation Machine,” Proc. of IEEE Wireless Communications and Networking Conference (WCNC), 2024. https://doi.org/10.1109/WCNC57260.2024.10571166 |
21-24 April,2024 |
| Efficient and Scalable Architecture for Multiple-chip Implementation of Simulated Bifurcation Machines T. Kashimata, M. Yamasaki, R. Hidaka, and K. Tatsumura, IEEE Access, 12, pp. 36606-36621 (2024); arXiv: 2311.17370 (2023) https://doi.org/10.1109/ACCESS.2024.3374089 https://doi.org/10.48550/arXiv.2311.17370 |
5 Mar, 2024 29 Nov,2023 |
| Correlation-diversified portfolio construction by finding maximum independent set in large-scale market graph R. Hidaka, Y. Hamakawa, J. Nakayama, and K. Tatsumura, IEEE Access 11, pp. 142979 - 142991 (2023); arXiv: 2308.04769 (2023) https://doi.org/10.1109/ACCESS.2023.3341422 https://doi.org/10.48550/arXiv.2308.04769 |
12 Dec, 2023 12 July,2023 |
| Pairs-trading System using Quantum-inspired Combinatorial Optimization Accelerator for Optimal Path Search in Market Graphs K. Tatsumura, R. Hidaka, J. Nakayama, T. Kashimata, and M. Yamasaki, IEEE Access 11, pp. 104406 - 104416 (2023); arXiv: 2307.05923 (2023) https://doi.org/10.1109/ACCESS.2023.3316727 https://doi.org/10.48550/arXiv.2307.05923 |
18 Sep,2023 12 July,2023 |
| Real-time Trading System based on Selections of Potentially Profitable, Uncorrelated, and Balanced Stocks by NP-hard Combinatorial Optimization K. Tatsumura, R. Hidaka, J. Nakayama, T. Kashimata, and M. Yamasaki (2023), IEEE Access 11, pp. 120023 - 120033 (2023); arXiv: 2307.06339 https://doi.org/10.1109/ACCESS.2023.3326816 https://doi.org/10.48550/arXiv.2307.06339 |
23 Oct,2023 12 July, 2023 |
| G. Finocchio, K. Tatsumura, Hayato Goto et al., "Roadmap for Unconventional Computing with Nanotechnology," Nano Futures 8, 012001 (2024); arXiv: 2301.06727 (2023) DOI: https://doi.org/10.1088/2399-1984/ad299a DOI: https://doi.org/10.48550/arXiv.2301.06727 |
28 March,2024 17 Jan,2023 |
| Simulated bifurcation for higher-order cost functions Taro Kanao, Hayato Goto, Applied Physics Express 16, 014501 (2023); arXiv: 2211.09296. DOI: https://doi.org/10.35848/1882-0786/acaba9 DOI: https://doi.org/10.48550/arXiv.2211.09296 |
30 Dec, 2022 |
| Simulated bifurcation assisted by thermal fluctuation Taro Kanao, Hayato Goto, Communications Physics 5, Article number: 153 (2022) |
14 June,2022 |
| N. Matsumoto, Y. Hamakawa, K. Tatsumura, K. Kudo, Distance-based clustering using a QUBO formulations, Scientific Reports 12, 2669 (2022). |
17 Feb, 2022 |
| "Large-scale combinatorial optimization in real-time systems by FPGA-based accelerators for simulated bifurcation" K. Tatsumura, Int'l Symp. on Highly Efficient Accelerators and Reconfigurable Technologies (HEART), 2021. Also see THE Slides (PDF) Also see THE Video |
21 June,2021 |
| "Scaling-out Ising machine using a multi-chip architecture for simulated bifurcation" K. Tatsumura, M. Yamasaki, H. Goto, Nature Electronics 4, 208–217(2021). Also see BEHIND THE PAPER |
01 Mar, 2021 |
| "High-performance combinatorial optimization based on classical mechanics" H. Goto et al., Science Advances Vol. 7, no. 6, eabe7953 (2021) |
03 Feb, 2021 |
| "A Currency Arbitrage Machine Based on the Simulated Bifurcation Algorithm for Ultrafast Detection of Optimal Opportunity," IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5 (2020). |
28 Sep, 2020 |
| "Live Demonstration: Capturing Short-Lived Currency Arbitrage Opportunities with a Simulated Bifurcation Algorithm-Based Trading System," IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-1 (2020). |
28 Sep, 2020 |
| FPGA-Based Simulated Bifurcation Machine K. Tatsumura, A. R. Dixon, and H. Goto, Proc. of Int'l Conf. on Field Programmable Logic and Applications (FPL), 59-66 (2019). |
9 Sep, 2019 |
| "Combinatorial optimization by simulating adiabatic bifurcations in nonlinear Hamiltonian systems" Science Advances 19 Apr. 2019, Vol. 5, no. 4, eaav2372 |
19 Apr, 2019 |
Manuals
Links
※ Simulated Bifurcation Machine = SBM
World Economic Forum Quantum Application Hub
The World Economic Forum Quantum Application Hub launched seven applications in September 2024, and SQBM+ has been linked as one of them in the Financial Service category. (World Economic Forum) Click on the image of SQBM+ to go to the overview page.
https://initiatives.weforum.org/quantum/application-hub (weforum.org)
IEEE International Workshop on Ising Machines, 2024
(invited) K. Tatsumura, “Enabling NP-hard optimization-based judgement in real-time systems by quantum-inspired technology, ” IEEE International Workshop on Ising Machines, 2024,
https://www.petaspin.com/isingmachines2024/ [presentation slide] (PDF)
2023 Symposium on VLSI Technology and Circuits
(invited) K. Tatsumura, “Simulated bifurcation machines: combinatorial optimization accelerators based on a quantum-inspired parallelizable algorithm,” Symposium on VLSI Technology and Circuits, 2023.
https://archive.vlsisymposium.org/23web/forum.html [presentation slide] (PDF)
SBM Community on Twitter
https://twitter.com/SimulatedBifur2
