MicroCloud Hologram Inc. Builds the Industry's First Multi-FPGA Quantum Fourier Transform Simulation Solution

Rhea-AI Summary

MicroCloud Hologram (NASDAQ: HOLO) on Jan 8, 2026 launched a scalable multi-FPGA quantum Fourier transform (QFT) simulator that combines multiple FPGAs with high-bandwidth memory (HBM) to store large complex-amplitude vectors and accelerate QFT operations. The platform uses domain decomposition, point-to-point high-speed links, pipelined FPGA logic for complex arithmetic, and strict synchronization to reduce cross-chip communication and preserve numerical accuracy. HOLO says the design targets larger-scale quantum algorithm simulation, compiler validation, and early industrial verification.

News Market Reaction

+2.05%

14 alerts

+2.05% News Effect

-4.5% Trough in 36 min

+$837K Valuation Impact

$42M Market Cap

0.7x Rel. Volume

On the day this news was published, HOLO gained 2.05%, reflecting a moderate positive market reaction. Argus tracked a trough of -4.5% from its starting point during tracking. Our momentum scanner triggered 14 alerts that day, indicating notable trading interest and price volatility. This price movement added approximately $837K to the company's valuation, bringing the market cap to $42M at that time.

Data tracked by StockTitan Argus on the day of publication.

Key Figures

Cash reserves: over 3 billion RMB Planned frontier tech investment: more than 400 million USD

2 metrics

Cash reserves over 3 billion RMB Stated company cash position for frontier tech efforts

Planned frontier tech investment more than 400 million USD Intended spend from cash reserves on blockchain, quantum, AI/AR

Market Reality Check

Price: $2.87 Vol: Volume 344,089 is 43% bel...

low vol

$2.87 Last Close

Volume Volume 344,089 is 43% below 20-day average of 599,786, showing muted pre-news activity. low

Technical Trading at $2.93, well below 200-day MA of $7.20 and 98.44% under 52-week high.

Peers on Argus

HOLO traded down 1.35% pre-news while sector peers were mixed: NEON, WBX, ELTK d...

2 Up 2 Down

HOLO traded down 1.35% pre-news while sector peers were mixed: NEON, WBX, ELTK down and LINK, DSWL up. Momentum scanner shows two peers up and two down, indicating stock-specific dynamics rather than a unified sector rotation.

Historical Context

5 past events · Latest: Jan 05 (Positive)

Pattern 5 events

Date	Event	Sentiment	Move	Catalyst
Jan 05	Quantum filter launch	Positive	+7.9%	Release of learnable quantum spectral filter for hybrid graph neural networks.
Jan 02	Quantum clustering tool	Positive	+4.9%	Launch of Q-DPC Accelerator for quantum-enhanced density peak clustering.
Dec 22	FPGA sim framework	Positive	+2.7%	Development of serial-parallel FPGA quantum computing simulation framework.
Dec 18	Quantum 3D recon tech	Positive	-1.4%	Quantum-enhanced deep CNN for 3D reconstruction across six core modules.
Dec 04	Quantum 3D model system	Positive	+4.3%	Quantum-driven 3D intelligent model integrating quantum computing and AI.

Pattern Detected

Recent quantum/FPGA and AI announcements have mostly seen positive next-day moves, with one negative reaction despite similarly tech-focused news.

Recent Company History

Over the past weeks, MicroCloud Hologram has repeatedly announced quantum-focused technologies, including FPGA-based simulation, quantum-driven 3D models, and quantum spectral filters. These releases often highlighted cash reserves above 3 billion RMB and plans to invest over $400 million in frontier technologies. Price reactions were mostly positive, with four advances between 2.69% and 7.94% and one decline of 1.35%. Today’s multi-FPGA QFT simulator continues this pattern of quantum and FPGA simulation innovation.

Market Pulse Summary

This announcement introduces a multi-FPGA quantum Fourier transform simulator leveraging high-bandwi...

Analysis

This announcement introduces a multi-FPGA quantum Fourier transform simulator leveraging high-bandwidth memory and distributed architectures, building on prior FPGA and quantum AI initiatives. Together with disclosures of cash reserves above 3 billion RMB and plans to deploy more than 400 million USD into frontier technologies, it underscores a sustained push into quantum computing. Investors may watch how frequently such innovations translate into commercial adoption, as well as how they fit within HOLO’s broader quantum and holographic roadmap.

Key Terms

quantum fourier transform, multi-fpga, high-bandwidth memory, fpga, +4 more

8 terms

quantum fourier transform technical

"launched a brand-new scalable quantum Fourier transform simulator technology"

A quantum Fourier transform is a core mathematical operation inside a quantum computer that rearranges information to reveal hidden patterns, like turning a musical chord into its separate notes so you can see each frequency clearly. It powers quantum algorithms that can solve certain problems much faster than ordinary computers, so investors watch progress because it can speed up tasks from cracking current encryption to finding new molecules or optimizing logistics, potentially reshaping industries and competitive advantage.

multi-fpga technical

"scalable quantum Fourier transform simulator technology based on multi-FPGA"

Multi-FPGA describes a system that uses two or more field-programmable gate arrays — reprogrammable semiconductor chips — working together to handle computing tasks. Investors care because linking multiple chips can boost processing power, allow products to scale up like adding more engines to a plane, and influence performance, cost, heat and supply risks for companies that build or sell high-performance hardware.

high-bandwidth memory technical

"high-bandwidth memory, such as HBM (High Bandwidth Memory) or equivalent"

High-bandwidth memory is a type of computer memory designed to move large amounts of data very quickly between memory and processors, like adding many wide lanes to a highway so trucks can deliver more goods at once. For investors, it matters because products that use this memory can handle heavier workloads with lower power use, which can boost competitiveness, increase demand for certain chips, and influence manufacturers’ pricing power and profit margins.

fpga technical

"The FPGA logic includes pipelinable complex multiplication arrays"

A field-programmable gate array (FPGA) is a type of computer chip whose internal wiring can be changed after it is made, allowing engineers to program custom hardware functions without designing a new chip. For investors, FPGAs matter because that flexibility lets companies quickly adapt products to new software, standards, or customer needs—like a toolbox that can be rearranged to build different machines—so demand and pricing can shift with trends in data centers, telecommunications, AI, and specialized electronics.

hadamard transformations technical

"involves a large number of distributed Hadamard transformations, controlled phase-shift"

A Hadamard transformation is a mathematical operation that rearranges and combines numbers using a grid of +1 and −1 values to produce a set of simple, orthogonal signals. Think of it as a fast, lossless way to rewrite data so patterns stand out—like switching from a messy photograph to a black-and-white sketch that highlights edges. Investors care because this kind of transform is used in data compression, noise reduction and fast signal analysis, which can improve algorithmic trading, risk models and clearer interpretation of large financial datasets.

controlled phase-shift gates technical

"distributed Hadamard transformations, controlled phase-shift gates, and output structures"

A controlled phase-shift gate is a basic operation in quantum computing that changes the timing (phase) of a quantum bit’s state only when another quantum bit is in a specific condition. Think of it like a dimmer that only alters a lamp’s glow when a separate switch is flipped; the operation creates a subtle, conditional change that helps build complex quantum computations. Investors should note it is a core building block of quantum algorithms and hardware, so its reliability and efficiency affect how capable and valuable quantum technologies may become.

holographic lidar technical

"holographic light detection and ranging (LiDAR) solutions based on holographic technology"

Holographic lidar is a type of laser-based sensor that builds a 3D map of the surroundings by projecting and collecting light patterns with a flat, camera-like optical element rather than moving mirrors. For investors, it matters because this approach can make lidar sensors smaller, faster and cheaper to manufacture, improving the prospects of products that rely on precise distance and object detection such as autonomous vehicles, drones, robotics and augmented-reality devices.

adas technical

"providing services to customers offering holographic advanced driving assistance systems (ADAS)"

Advanced Driver Assistance Systems (ADAS) are electronic systems in vehicles that assist the driver with safety tasks. Examples include automatic emergency braking, lane keeping assist, and adaptive cruise control. These systems use sensors and cameras to improve vehicle safety.

AI-generated analysis. Not financial advice.

SHENZHEN, China, Jan. 8, 2026 /PRNewswire/ -- MicroCloud Hologram Inc. (NASDAQ: HOLO), ("HOLO" or the "Company"), a technology service provider, launched a brand-new scalable quantum Fourier transform simulator technology based on multi-FPGA and high-bandwidth memory. This breakthrough achievement, by introducing a parallel distributed architecture with multiple FPGAs as well as high-bandwidth memory, lays an engineering foundation for future larger-scale quantum algorithm simulations.

The multi-FPGA QFT simulation platform launched this time is precisely built based on this idea. One of its core innovations is storing the large-scale complex amplitudes of quantum states in high-bandwidth memory, such as HBM (High Bandwidth Memory) or equivalent architectures, enabling the simulator to perform reads and updates at speeds far higher than DDR memory. The QFT simulation process essentially involves a large number of distributed Hadamard transformations, controlled phase-shift gates, and output structures based on bit reversal, all of which perform wide-range data jumping accesses on the amplitude vector. Traditional memory cannot withstand this non-continuous, large-width intensive memory access demand, while high-bandwidth memory precisely fills this gap. Its internal multi-channel parallel architecture makes it possible to access multiple cache blocks in the same cycle, allowing the QFT operation data flow constructed at the FPGA logic level to be fully utilized.

The simulator's core processing unit is specially designed to adapt to the parallel structure of QFT. The FPGA logic includes pipelinable complex multiplication arrays, parallel index generators, distributed phase-shift computation modules, and bit-reversal permutation data paths. When traditional CPUs execute QFT, they usually need to convert complex data patterns into continuous access patterns, whereas the programmability of FPGAs allows direct construction of hardware circuits consistent with the QFT transformation structure, enabling quantum state updates to cross multiple processing stages in a linear pipeline manner, thereby maximizing the utilization of hardware resources.

Multi-FPGA scalability is another key breakthrough of this technology. In quantum circuit simulation, the size of the quantum state increases exponentially with the number of qubits. When the storage space of a single FPGA cannot accommodate the entire amplitude array, the computation task must be split across multiple FPGA chips to form a cross-chip distributed parallel simulator. However, the problem lies in the fact that QFT has striding data dependencies, with frequent data interaction demands between different blocks. This technology adopts an efficient domain decomposition strategy, intelligently grouping the amplitude space according to gate dependencies in QFT to minimize cross-FPGA communication volume. At the same time, HOLO has built point-to-point data transmission channels based on high-speed serial interfaces, enabling multiple FPGAs to collaborate in a clock-synchronized manner.

From an engineering perspective, the difficulty in combining multi-FPGA with high-bandwidth memory lies not only in the hardware itself but also in multiple complex system-level challenges such as data flow scheduling, gate operation mapping, and suppression of distributed communication overhead. To ensure that the simulation results are strictly consistent with the mathematical model, the system internally introduces complex number computation modules based on fixed-point or high-precision floating-point formats, ensuring that controlled phase-shift operations do not produce unacceptable numerical errors during the hardware mapping process. For amplitude exchange operations across FPGAs, HOLO designed a strict synchronization protocol, enabling all computation stages to maintain high consistency.

The launch of this technology by HOLO is not only an engineering breakthrough but also symbolizes that the important role of FPGA in accelerating the quantum software stack is gradually being established. As quantum algorithms continue to evolve, there will be an increasing number of large-scale quantum circuits that need verification and debugging in the future, and FPGA will become an important bridge connecting classical simulation capabilities with future real quantum devices. HOLO's technology roadmap has determined directions for further development, including supporting distributed quantum circuit simulation clusters with more FPGA nodes, supporting rapid hardware accelerators for arbitrary variational quantum circuits, and supporting customized optimization modules for large-scale quantum chemistry and quantum machine learning algorithms.

In the long term, HOLO's multi-FPGA QFT simulator will not only serve quantum algorithm researchers but will also play an increasingly important value in quantum compiler optimization, quantum chip architecture verification, quantum education platform construction, and early validation of industrial applications. Large enterprises and research institutions are seeking tools that can evaluate the complexity of quantum algorithms with low cost and high determinism, and HOLO's multi-FPGA simulator precisely fills this still scarce technical gap in the quantum computing ecosystem. As the quantum computing ecosystem continues to expand, it is believed that the high-performance simulation capabilities built upon this technology will continue to exert influence in quantum algorithm innovation, industrial validation, and cross-domain fusion, becoming an important force in driving the wave of future quantum computing development.

About MicroCloud Hologram Inc.

MicroCloud Hologram Inc. (NASDAQ: HOLO) is committed to the research and development and application of holographic technology. Its holographic technology services include holographic light detection and ranging (LiDAR) solutions based on holographic technology, holographic LiDAR point cloud algorithm architecture design, technical holographic imaging solutions, holographic LiDAR sensor chip design, and holographic vehicle intelligent vision technology, providing services to customers offering holographic advanced driving assistance systems (ADAS). MicroCloud Hologram Inc. provides holographic technology services to global customers. MicroCloud Hologram Inc. also provides holographic digital twin technology services and owns proprietary holographic digital twin technology resource libraries. Its holographic digital twin technology resource library utilizes a combination of holographic digital twin software, digital content, space data-driven data science, holographic digital cloud algorithms, and holographic 3D capture technology to capture shapes and objects in 3D holographic form. MicroCloud Hologram Inc. focuses on developments such as quantum computing and quantum holography, with cash reserves exceeding 3 billion RMB, and plans to invest more than 400 million in USD from the cash reserves to engage in blockchain development, quantum computing technology development, quantum holography technology development, and derivatives and technology development in frontier technology fields such as artificial intelligence AR. MicroCloud Hologram Inc.'s goal is to become a global leading quantum holography and quantum computing technology company.

Safe Harbor Statement

This press release contains forward-looking statements as defined by the Private Securities Litigation Reform Act of 1995. Forward-looking statements include statements concerning plans, objectives, goals, strategies, future events or performance, and underlying assumptions and other statements that are other than statements of historical facts. When the Company uses words such as "may," "will," "intend," "should," "believe," "expect," "anticipate," "project," "estimate," or similar expressions that do not relate solely to historical matters, it is making forward-looking statements. Forward-looking statements are not guarantees of future performance and involve risks and uncertainties that may cause the actual results to differ materially from the Company's expectations discussed in the forward-looking statements. These statements are subject to uncertainties and risks including, but not limited to, the following: the Company's goals and strategies; the Company's future business development; product and service demand and acceptance; changes in technology; economic conditions; reputation and brand; the impact of competition and pricing; government regulations; fluctuations in general economic; financial condition and results of operations; the expected growth of the holographic industry and business conditions in China and the international markets the Company plans to serve and assumptions underlying or related to any of the foregoing and other risks contained in reports filed by the Company with the Securities and Exchange Commission ("SEC"), including the Company's most recently filed Annual Report on Form 10-K and current report on Form 6-K and its subsequent filings. For these reasons, among others, investors are cautioned not to place undue reliance upon any forward-looking statements in this press release. Additional factors are discussed in the Company's filings with the SEC, which are available for review at www.sec.gov. The Company undertakes no obligation to publicly revise these forward-looking statements to reflect events or circumstances that arise after the date hereof.

 

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SOURCE MicroCloud Hologram Inc.

FAQ

What did MicroCloud Hologram (HOLO) announce on January 8, 2026?

HOLO announced a scalable multi-FPGA QFT simulator using high-bandwidth memory and cross-FPGA synchronization for larger quantum simulations.

How does HOLO's multi-FPGA QFT simulator improve memory performance?

It stores large complex-amplitude vectors in HBM or equivalent, enabling wider parallel access and faster reads/updates than DDR memory.

What engineering features enable HOLO's QFT simulation on multiple FPGAs?

Features include domain decomposition, point-to-point high-speed links, pipelined complex-math arrays, and a strict synchronization protocol.

What investor-relevant use cases does HOLO cite for the multi-FPGA QFT simulator?

HOLO says the simulator targets quantum algorithm research, compiler optimization, chip verification, education, and early industrial validation.

Will HOLO support larger distributed FPGA clusters for quantum simulation?

The company outlines a roadmap to support distributed simulation clusters with more FPGA nodes and accelerators for variational circuits.

Does HOLO claim the simulator preserves numerical accuracy during hardware mapping?

Yes; the system uses fixed-point or high-precision floating modules and synchronization to limit numerical errors in controlled phase-shift operations.