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SHENZHEN, China - MicroCloud Hologram Inc. (NASDAQ: HOLO), a global provider of holographic technology services with a market capitalization of $28.76 million, has announced the optimization of its anomaly detection technology through the DeepSeek open-source model. According to InvestingPro data, the company currently trades at $1.34 per share and appears undervalued based on Fair Value analysis. The company has improved its stacked sparse autoencoder, a deep learning architecture, to better handle data anomalies by introducing advanced data preprocessing and robust feature extraction methods.
The optimization process begins with normalization, a technique that scales behavioral data to a consistent range, facilitating more effective model training. By aligning the data with deep learning model requirements, HOLO aims to enable more accurate intrinsic pattern learning.
HOLO's stacked sparse autoencoder, enhanced by the DeepSeek model, employs a layer-wise training strategy that progressively captures complex data relationships. The model's sparsity constraint ensures that each layer learns sparse and representative features, which are crucial for capturing key information and reducing redundancy.
Moreover, the company has incorporated denoising techniques and Dropout regularization into its training process to improve model robustness and prevent overfitting. These strategies are designed to help the model learn resilient feature representations, which are vital for accurate anomaly detection in noisy real-world scenarios.
The DeepSeek model also uses a distributed computing framework to expedite training time and enhance efficiency. This approach, combined with a pretraining and fine-tuning strategy, is expected to accelerate model convergence and performance.
MicroCloud Hologram Inc. specializes in high-precision holographic LiDAR solutions, holographic imaging, and intelligent vision technology for advanced driver assistance systems (ADAS). The company, which generated revenues of $32.24 million in the last twelve months, also offers holographic digital twin technology services and maintains a proprietary holographic digital twin technology resource library. InvestingPro analysis reveals the company faces financial challenges with an EBITDA of -$24.28 million and a weak overall financial health score. Subscribers to InvestingPro can access 12 additional key insights about HOLO's financial position and market performance.
This announcement is based on a press release statement and contains forward-looking statements subject to risks and uncertainties that could cause actual results to differ materially from expectations. Investors should note that according to InvestingPro data, the stock has shown significant price volatility, with a beta of 3.58, and has experienced substantial price declines over recent periods. Investors are advised not to place undue reliance on these forward-looking statements, which are not guarantees of future performance.
In other recent news, MicroCloud Hologram Inc. has announced multiple strategic developments in its business operations and research initiatives. The company has declared its intention to invest up to $200 million in Bitcoin and other digital currencies, a move aimed at diversifying and strengthening its capital reserve. This investment is seen as a significant step in bolstering MicroCloud Hologram's competitiveness in the digital currency field.
In the realm of research, the company has made substantial progress in quantum system research, quantum deep learning technology, quantum holography, and extending the Wasserstein distance to quantum states. These advancements are expected to contribute significantly to the understanding and application of quantum technologies, potentially revolutionizing fields like healthcare, transportation, finance, and fundamental science. Such developments highlight MicroCloud Hologram's commitment to integrating advanced technologies like holographic AI and quantum computing.
These are recent developments and are part of the company's broader vision to integrate advanced technologies with digital currencies. The company has committed to ongoing monitoring of market trends and exploration of additional digital currency assets and derivatives. These strategic decisions are expected to not only improve the quality of MicroCloud Hologram's assets and its risk resilience but also to create broader opportunities for the company's future growth.
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