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WiMi Studies Hybrid Quantum-Classical Learning Architecture for Multi-Class Image Classification
Prnewswire· 2025-12-04 17:15
Company Overview - WiMi Hologram Cloud Inc. is a leading global provider of Hologram Augmented Reality (AR) technology, focusing on various professional fields including in-vehicle AR holographic HUD, 3D holographic pulse LiDAR, and metaverse holographic AR/VR devices [1][15]. Technology Development - WiMi has proposed a new hybrid quantum-classical learning technology based on quantum convolutional neural networks (QCNN), which significantly improves performance in multi-class image classification tasks by recycling discarded qubit state information [2][3]. - This technology optimizes the efficiency of quantum networks under noisy intermediate-scale quantum (NISQ) devices and demonstrates the potential for quantum information reuse, paving a new path for hybrid quantum-classical models [3][12]. Quantum Computing Insights - Traditional QCNNs face challenges such as increased training time and energy consumption as model depth increases, necessitating a rethink of intelligent computing architectures [4][5]. - WiMi's architecture allows for the re-participation of discarded qubits in decision-making, enhancing the model's overall expressive ability and compensating for information loss during the pooling stage [6][10]. Architectural Innovation - The proposed architecture features a dual-channel structure that utilizes both retained and discarded qubit information, achieving maximum utilization of quantum information at the feature level [7][9]. - The training process employs a joint optimization mechanism based on classical cross-entropy loss, integrating outputs from both quantum and classical layers for improved performance [11][12]. Future Implications - WiMi's hybrid quantum-classical learning technology represents a significant advancement in quantum intelligence, exploring practical paths under current NISQ constraints and demonstrating the potential of quantum machine learning in various applications [13][14]. - As quantum computing progresses towards practical applications, hybrid models are expected to bridge the gap between theory and industry, driving innovation in fields such as intelligent vision and medical diagnosis [14].
MicroCloud Hologram Inc. Develops Quantum-Driven 3D Intelligent Model
Prnewswire· 2025-12-04 16:30
Core Insights - MicroCloud Hologram Inc. has developed a quantum-driven 3D intelligent model that integrates quantum computing and artificial intelligence for high-precision 3D modeling and image processing [1][7] - The model features a quantum-optimized distributed architecture, allowing for flexible expansion and upgrading of subsystems, enhancing stability and scalability [2][7] - The company plans to invest over 400 million USD from its cash reserves exceeding 3 billion RMB into various frontier technology fields, including blockchain and quantum computing [8] Technology and Architecture - The model consists of six major subsystems, each utilizing quantum technology for performance upgrades, including data acquisition, model training, autonomous generation, data management, visualization, and system security [3][4][5][6] - The quantum-enhanced data acquisition subsystem improves data accuracy and stability through quantum data preprocessing and encryption [3] - The quantum-accelerated model training subsystem employs quantum deep learning algorithms for precise data feature extraction and model optimization [4] Advantages and Market Position - Compared to traditional systems, the new model offers efficient processing of massive data, high-quality 3D model generation, and reduced manual intervention, thus improving work efficiency [7] - The architecture supports rapid and stable system expansion while ensuring data security and privacy through multiple layers of quantum security technology [7] - MicroCloud Hologram Inc. aims to become a global leader in quantum holography and quantum computing technology [8]
2 Stocks to Play a Quantum Computing Inflection Point
247Wallst· 2025-12-04 13:43
Core Insights - The article discusses the potential "inflection point" in quantum computing, likening its current phase to where artificial intelligence was five years ago, suggesting significant growth opportunities for investors in this technology [1][2][3] Company Analysis Alphabet - Alphabet is positioned as a leader in quantum computing, with its Willow quantum processor potentially enhancing its status in the field, similar to its dominance in AI [2][5] - The company boasts a diversified portfolio, including AI leadership, AI chips (TPUs), self-driving vehicles (Waymo), a strong cloud business, and a robust presence in YouTube and Android, making it an attractive investment option [6][7] - With a market capitalization of approximately $3.8 trillion, Alphabet is compared to a startup mentality, indicating its innovative approach and potential for future breakthroughs in quantum AI [7] IonQ - IonQ is highlighted as a significant player in the quantum computing space, particularly due to its trapped-ion technology, which could be crucial for the future of the industry [9][10] - Despite its potential, IonQ's valuation is uncertain, with the stock down 40% from its peak, and analysts suggesting caution before investing [9][10] - JP Morgan has initiated coverage on IonQ with a neutral rating, indicating possible downside risk, but acknowledges its unique positioning to lead in the quantum sector [10]
VIAVI and QNu Labs Partner to Accelerate Quantum-Safe Network Security
Prnewswire· 2025-12-04 11:30
Core Insights - The partnership between Viavi Solutions Inc. and QNu Labs aims to develop quantum security technologies and frameworks to protect critical infrastructure against quantum threats [1][4][7] - The collaboration will focus on creating test cases, specifications, and standards for quantum-safe technologies, including quantum key distribution (QKD), quantum random number generation (QRNG), and post-quantum cryptography (PQC) [4][5][6] Group 1: Partnership Objectives - The strategic partnership will establish a global industry consortium to promote open collaboration and accelerate the adoption of quantum-safe communication across various sectors [1][4] - The initiative will provide a solutions framework for multiple industries, including telecommunications, banking, aerospace, defense, and government [4][5] Group 2: Technical Development - The partnership will develop detailed specifications and reference architectures to guide the deployment of quantum-safe communications, ensuring compatibility with existing infrastructures [5][6] - The focus will be on enhancing the resilience, security, and efficiency of architectures at the optical layer, where quantum technologies intersect with physical infrastructure [2][3] Group 3: Industry Advocacy - The alliance will advocate for harmonized global approaches to quantum-safe readiness, aligning with NIST PQC recommendations and other international efforts [6] - The collaboration aims to encourage joint research in areas such as crypto-agility, PQC resilience, and quantum-secure orchestration [6][7]
Scope Technologies Launches QSE-Chat, a Quantum-Secure Mobile App for Enterprise and Government Agencies
Newsfile· 2025-12-03 13:00
Core Insights - Scope Technologies Corp. has launched QSE-Chat, a quantum-secure mobile app designed for enterprise and government agencies, enabling fully encrypted one-to-one messaging and secure file sharing within the QSE Vault environment [1][2]. Product Features - QSE-Chat utilizes quantum-resilient entropy and a zero-trust architecture to secure communications, protecting against modern threats such as Harvest-Now-Decrypt-Later (HNDL) attacks [2]. - The app allows secure file sharing in a copy-only mode, ensuring that files are transferred directly into the receiving user's Vault storage, which is crucial for regulated industries [5][7]. - Access to QSE-Chat is restricted to organizations with an active QSE enterprise account, ensuring that all user activity remains within a secure environment [3][8]. Future Developments - The company is developing additional features for QSE-Chat to enhance its capabilities for larger government agencies and security-sensitive organizations, aiming to create a comprehensive secure-communication ecosystem [9]. Leadership Commentary - Sean Prescott, Quantum Evangelist of QSE, emphasized that the launch of QSE-Chat represents a significant advancement in providing secure communication for enterprises and government agencies, with future features expected to enhance its security offerings [10]. Company Background - Scope Technologies specializes in post-quantum cybersecurity and encrypted data infrastructure, aiming to protect organizations from advanced cyber threats and future quantum-enabled risks [15][16].
BTQ Technologies Announces Research Coverage from Leading Digital Asset Research Firm Delphi Digital on Bitcoin Quantum, the Quantum-Safe Bitcoin Network Developed by BTQ
Prnewswire· 2025-12-03 12:30
Core Insights - Delphi Digital published a report validating BTQ Technologies' role in addressing the quantum threat to Bitcoin and the broader crypto ecosystem [1] - The report positions BitcoinQuantum as a quantum-safe network that allows for real-world testing of post-quantum signatures and migration strategies for institutions [1] Group 1: BTQ Technologies and BitcoinQuantum - BTQ Technologies is focused on securing mission-critical networks and has developed the BitcoinQuantum initiative as a "quantum canary" network [1] - The initiative aims to protect Bitcoin and the digital asset ecosystem from the risks posed by quantum computing [1] - The report highlights the urgency of addressing quantum risks and the limitations of directly upgrading Bitcoin's base layer [1] Group 2: Key Features of BitcoinQuantum - BitcoinQuantum is described as a parallel network built on BitcoinCore that enables experimentation with NIST-standardized post-quantum signature schemes [1] - The initiative includes migration playbooks for institutions, allowing for documented procedures to transition to quantum-safe address formats [1] - BTQ is also researching quantum-native proof-of-work mechanisms that could lead to energy-efficient consensus tied to quantum processes [1] Group 3: Strategic Positioning and Future Plans - Delphi Digital's analysis reinforces BTQ's position as a pioneer in quantum-safe crypto infrastructure [1] - The company plans to advance BitcoinQuantum from demonstration to testnet and mainnet launch, establishing a reference implementation for quantum-safe Bitcoin [1] - BTQ aims to expand its quantum-safe stack to stablecoins, exchanges, and custody providers, including the Quantum Secure Stablecoin Network (QSSN) [1]
Horizon Quantum Becomes First Quantum Software Company to Own and Operate a Quantum Computer
Businesswire· 2025-12-03 08:12
Core Insights - Horizon Quantum Computing has successfully assembled and integrated its first operational quantum computer at its headquarters in Singapore, marking it as the first quantum software company to own and operate such a system [1][2][3] Company Developments - The quantum computer was assembled from best-in-class components, including Maybell's cryogenic platform, Quantum Machines' control electronics, and a Rigetti superconducting quantum processor, establishing a testbed facility capable of hosting multiple systems [4][5] - The modular design of the quantum system allows for the swapping of control electronics and quantum processors, enabling diverse configurations and architectures for software integration [5] - Horizon Quantum aims to provide hardware-agnostic development tools for quantum computers, with plans to operate across various hardware platforms, including cloud-based systems and traditional data centers [5][6] Strategic Vision - The company emphasizes the importance of tight integration between hardware and software to achieve quantum advantage, positioning itself to build a sophisticated development and execution stack that closely coordinates with hardware control systems [6][7] - Horizon Quantum's integrated development environment, Triple Alpha, is expected to enhance its functionality through the commissioning of the new quantum computer, facilitating seamless quantum application development [3][9] Leadership and Future Plans - Dr. Joe Fitzsimons, founder and CEO, expressed confidence that establishing an in-house hardware testbed will significantly contribute to the company's mission of solving complex real-world problems through quantum computing [6] - The company is in the process of completing a business combination with dMY Squared Technology Group, which is anticipated to accelerate its growth and execution towards its vision [7][12]
Quantum Dynamics Enterprises, Inc. Engages Forge Global to Facilitate $2.5 Million Raise for CID™ Propulsion System
Globenewswire· 2025-12-02 21:43
Key West, FL , Dec. 02, 2025 (GLOBE NEWSWIRE) -- Quantum Dynamics Enterprises, Inc. (QDE), developer of the patented Centrifugal Impulse Drive (CID™) — the world’s first independently validated mechanical propellant-less propulsion system — has engaged Forge Global, Inc. to act as placement agent for a $2.5 million private equity raise, representing 500,000 shares at $5.00 per share. Forge Global, Inc., an SEC-registered broker-dealer and FINRA member, facilitates compliant private-placement opportunities f ...
Blockmate Investee Hivello to Launch the World's Leading Quantum-Resistant DePIN Earning Platform
Newsfile· 2025-12-02 13:30
Core Insights - Hivello Holdings, an investee of Blockmate Ventures, has partnered with Naoris Protocol to launch the world's first quantum-resistant decentralized physical infrastructure network (DePIN) earning platform, enhancing cybersecurity for users [1][3][5] Company Developments - The partnership with Naoris Protocol integrates quantum-resistant security into Hivello's platform, establishing a new benchmark for security in the DePIN ecosystem [3][4] - Hivello aims to future-proof its platform against potential threats posed by advancements in quantum computing, which could compromise traditional encryption methods [2][4] Industry Context - Quantum security is becoming increasingly critical as quantum computing advances, posing risks to current cryptographic systems that secure digital assets [2] - The integration of Naoris's mesh-based validator technology allows every device to act as a quantum-resistant security node, facilitating mass-market adoption of DePIN [6][9] User Benefits - The collaboration provides users with frictionless earning opportunities, robust security, and compliance across Web3 infrastructure protocols, transforming devices into income generators and components of global cyber-defense [7][9] - Hivello's platform is designed to eliminate barriers to mainstream adoption by embedding post-quantum security directly into its onboarding engine, ensuring users can earn passive income securely [9]
Aegis and Quantum eMotion Launch Tough Bhoy(TM)
Newsfile· 2025-12-02 13:00
Vancouver, British Columbia and Montreal, Quebec--(Newsfile Corp. - December 2, 2025) - Aegis Critical Energy Defence Corp. (CSE: QESS) (OTCQB: PLGGF) (FSE: 6GQ) ("Aegis" or the "Company"), in partnership with Malahat Battery Technologies (an Indigenous company), SEETEL New Energy of Taiwan (7740.TW), and Quantum eMotion's (TSXV: QNC) (OTCQB: QNCCF) (FSE: 34Q0) ("QeM") has developed the rugged 10-ft Tough Bhoy™ fully integrated energy storage system. The unit provides resilient, secure power for harsh clim ...