Digital Catalogs（PDF）
Optimal Feature Selection (PDF : 3.01MB)
Through integration with SQBM+, CogniFrame's Optimal Feature Selection (OFS) solution solves the traditionally complex NP-Hard problem of feature selection for high dimensional datasets and reduces features of data without losing the quality of outcome, leading to reduced machine learning training time.
29 September, 2023
High-frequency Trading（HFT）System (PDF : 2.2MB)
Traditional financial investment high-speed decisions are constrained by HFT capabilities.
Powered by SQBM+, a HFT system was proven to Revolutionize investment strategy with faster speed, wider search capabilities and lower latency in a real trading environment.
27 April, 2023
SQBM+ (PDF : 4.6MB)
Inspired by quantum technology, SQBM+ is an optimization solution derived from the Simulated Bifurcation Machine, a combinatorial optimization solver built on the Simulated Bifurcation Algorithm developed by Toshiba Corporation. Through collaborations and co-creation with expert partners, we are contributing to solutions to deeply complex problems in areas as diverse as finance, drug discovery, genetic engineering, logistics, and AI enhancement.
5 Dec, 2022
Videos
How to use SQBM+
SQBM+ Usage Tips (8:01)
In this video, we'll be sharing some useful tips to fine-tune the basic SQBM+ parameters with some very important concepts of its computation.
27 November, 2023
Fine-tune the SQBM+ Parameter Settings Basics (2:26)
In this video, we'll be sharing some useful tips to fine-tune the basic SQBM+ parameters shared across different product versions. We hope these tips will help you get the most out of your SQBM+ computing experience.
25 October, 2023
How to use SQBM+ for AWS (2:20)
This video is to introduce how to set up SQBM+ service on the AWS cloud platform.
14 April, 2023
Solve a complex medicine selection problem using SQBM+ on Azure Quantum (3:30)
This video demonstrated an experiment to solve a complex medicine selection problem using SQBM+ on Azure Quantum.
Here is the problem, we assume that there are 100 medicines good for a disease and are available to be selected, or prescribed. However, some medicines should not be used together, which is a contraindication. Any two medicines that should not be used together form an incompatible pair. In this case, we assume there are 3,000 incompatible pairs. The object is to select or prescribe as many medicines as possible and, of course, without incompatible pairs on the list. It is challenging because of the huge number of possible medicine combinations. This is actually a Maximum Independent Sets problem.
14 April, 2023
Simulated Bifurcation Machine
Simulated Bifurcation Machines™ (2:55)
Finding the optimal solution from an enormous number of choices simulated bifurcation machines.
Toshiba has developed a proof-of-concept (PoC) device for ultra-high-speed financial transaction machines that is the first in the world able to instantly detect and execute optimal arbitrage opportunities from among a huge number of currency combination patterns.
2 April, 2020
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Simulated Bifurcation Machines™ (Technology overview) (1:53)
Finding the optimal solution from an enormous number of choices simulated bifurcation machines.
17 Jan, 2020
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Theories behind the Simulated Bifurcation algorithm
The motion of a 2000 particle as the simulated bifurcation machine solves an optimization problem with 2,000 fully connected variables (0:35)
Motion of particle in time.
RED : x is positive BLUE : x is negative
11 April, 2019
※Click the Play button to start the video. YouTube is the services provided by another company; please follow the terms of use in YouTube.
The motion of a 2000 particle as the simulated bifurcation machine solves an optimization problem with 2,000 fully connected variables (0:35)
Motion of particles in phase space (xy plane surface)
RED : x is positive BLUE : x is negative
11 April, 2019
※Click the Play button to start the video. YouTube is the services provided by another company; please follow the terms of use in YouTube.
