Our Business
Services
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Research Paper Implementation
Implement specified research papers as software.
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Algorithm Implementation
Make modules or APIs of specified algorithms as you request.
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Development of User-Friendly Tools
We provide services to develop user-friendly application tools that can simplify a variety of data processing tasks at low cost.
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Research Software Development
Create software for academic research. We can also speed up existing software or add functionalities to existing software.
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Consigned Research Services
We can execute parts of your research, including surveying papers, developing necessary systems, validation, and preparing reports.
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Large Language Models
Develop large language models for practical applications to meet a wide range of needs, from practical applications to pure research purposes.
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Optimization Software Development
Develop optimization software to find optimal solutions to problems with various constraints.
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Automated Analysis
Using RPA (Robotic Process Automation), build systems for efficient analysis.
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Neuroscience Software Development
Develop software tailored to the needs of each individual researcher in the field of neuroscience.
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Food Science Software Development
Supports a wide range of food processing stages from experimental design to analysis of results.
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Geophysical Exploration and Nondestructive Testing
Develop software for signal processing of measurement data, simulation, and data assimilation.
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Quantum Beam Research Software Development
Develop specialized software to implement and accelerate the algorithms used in quantum beam research.
Business Cases
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Change point detection of time series - technical survey
Surveyed theories and technologies of detecting change points on a given time series in some meaning and summarized as a report document.
These technologies are generally called "change point detection", "anomaly detection", or "motif discovery", and many methods have been developed. The fields in need of these technologies are wide, not only signal processing but also security system, bioinformatics, multimedia processing and so on.
Mainly surveyed the following methods.
- Symbolic Aggregation Approximation Method
- Random Projection Pursuit Method
- Markov-Suffix Tree Method
- Normalized Edit Distance Method
- Isomap Nonlinear Dimension Reduction Method
- Kolmogorov Complexity Anomaly Detection Method
- Motif Discovery by PCA and MDL Principal
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Validation of the accuracy of a real-time situation assessment model using time-series sensor data - application development
We have developed an application that analyzes time-series data measured by physical sensors, estimates a prediction model to determine the situation in real time, and verifies the accuracy of the prediction.
Situation judgments were made using binary values. To learn to judge the situation, we set a threshold value for the frequency distribution of each sensor data and developed a annotation support application to classify positive and negative cases.
We estimated two types of situation judgment prediction models: a logistic regression model and an SVM learning model. In order to verify the prediction accuracy of the situation judgment prediction model, we developed an application that synchronizes sensor data with corresponding video data, and visually verified the prediction accuracy in real time.
- Technologies
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- R
- C++/CLI
- Feature Selection
- Logistic Regression
- SVM
- Cross Validation
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Machine design parameters analysis - tool development
We have developed a set of tools to analyze and visualize machine design parameters.
Self-Organizing Map
The information necessary for 2D drawing by SOM is output and visualized by ESOM.
Clustering
The parameters are clustered by K-means, and the data for graphical display is output by automatically extracting the two axes for which the representative points of the clusters are easily visible.
Least-Squares
Given π and πΏ, we obtain π which satisfies πβπΏπ by least-squares method. QR decomposition by Gram-Schmidt orthogonalization was used to compute the inverse matrix.
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- Self-Organizing Map
- ESOM
- K-means
- Gram-Schmidt
- QR Decomposition
- Java
Engineers
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TAKADA Naoki - [Expertise]
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- Time Series Analysis
- Signal Processing
- Time-Frequency Analysis
- Data Analysis and Image Processing for Neuroscience Research
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- I am an engineer having experience in neurophysiological research and the development of programs related to measurement systems and time series analysis. I am developing software which well fit the purpose of individual experiments and analysis by taking advantage of my research experiences. I am also trying to implement algorithms, which requires scientific expertise based on research articles.
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MATSUEDA Atsuo - [Expertise]
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- Behavioral Ecology
- Simulations
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- An experienced engineer in experiments and observations of behavioral ecology. Especially, I have been researching the mating behavior of water striders. I want to support your research in each stages with software from experiment planning to data acquisition and analysis. Currently, I am studying image processing, because I am interested in software recognition of animal behavior.
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KURAYA Chihiro - [Expertise]
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- Statistical Analysis
- Time Series Analysis
- Signal Processing
- Sound Processing
- [Introduction]
- I am studying everyday mathematical theories and system programming skills to produce state-of-the-art practical technologies based on intelligent computing. I wish to establish a company where many researchers produce unique products to their heart's content.
Products
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SparseTaroSparse Structure Estimation Software
Visualize correlations by high-speed partial correlation analysis with sparse structure estimation. This is useful for connectome analysis in the field of neuroscience.
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StackTaro3D Image Analysis Software
Analyzes image stacks and performs automatic counting and visualization. This is useful for analysis of confocal microscope images, etc.
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SpikeTaroSpike Sorting Software
Separates and clusters spike signals from aggregate potentials of neural signals. Dramatically improves the efficiency of neurophysiology research!
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ABDigitizerVideo Analysis Software for Behavioral Experiments
Automatically extracts location information from video footage of behavioral experiments and easily creates trajectory graphs and heat maps. No more manual work!
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NGS Metagenomics AOIMetagenome Analysis Software
Ultra-fast metagenome analysis compatible with next-generation sequencers. Rich visual functions are powerful for microbiological research and other applications! (Scheduled for release)
News
- 2024/08/19
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We presented our services in the corporate exhibition at the 25th Annual Meeting of the Japanese Society of Food Engineering (2024), and the presentation received the Outstanding Presentation Award.
- 2024/04/08
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A Ph.D. (Science) researcher was hired.
- 2024/02/21
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Participated in Kyoto University 18th ICT Innovation Industry Briefing Session.
Contact Us
If you have any inquiry
about our company, please contact us.
(Phone hours: 10:00 - 17:00, Japan Standard Time)
+81-75-321-7300