Technology
Professor William Bosl of the University of San Francisco Partners with EMOTIV, Quantum Computing Inc. & Purple Point Neurodiagnostics to Advance Brain Health Monitoring
Published
2 years agoon
By
Professor Bosl is working with EMOTIV, a leading EEG and bioinformatics company, and Quantum Computing Inc., an innovative, integrated photonics and quantum optics technology company, to drive groundbreaking innovations in brain health monitoring and analysis. These innovations will be tested and implemented with Purple Point Neurodiagnostics, a company advancing global neurological healthcare through active collaborations with hospitals and clinics in Africa and other underserved regions of the world.
SAN FRANCISCO, Sept. 26, 2024 /PRNewswire-PRWeb/ — The University of San Francisco (USF) Data Institute has announced a pioneering collaboration led by Professor William Bosl, director of the Clinical Neuroinformatics and AI Lab (CNAIL). Professor Bosl is working with EMOTIV, a leading EEG and bioinformatics company, and Quantum Computing Inc. (QCi), an innovative, integrated photonics and quantum optics technology company, to drive groundbreaking innovations in brain health monitoring and analysis. These innovations will be tested and implemented with Purple Point Neurodiagnostics (PPND), a company advancing global neurological healthcare through active collaborations with hospitals and clinics in Africa and other underserved regions of the world.
“Our goal is to transform brain healthcare by enabling preventive care through early screening and monitoring,” said Professor Bosl. “Low-cost, portable EEG technology, together with advanced computational tools, will enable new and earlier interventions to be developed, resulting in better outcomes. We are especially interested in putting new technology into underserved regions of the world where the impact on the health of communities will be especially great.”
Professor Bosl and EMOTIV share a vision of empowering individuals to monitor their own brain health while accelerating brain research globally. Their collaboration aims to pursue clinical neuroinformatics research to discover digital biomarkers for neurological, psychiatric, and neurodevelopmental disorders, leading to earlier detection and informing treatment plans. Powered by portable EEG technology from EMOTIV, this initiative will bring together neuroinformatics and data science developed by Dr. Bosl with the USF Data Institute and his collaborators at Harvard Medical School, with the integrated clinical experience of USF’s School of Nursing and Health Professions to create new approaches to ‘Cura Personalis’ – personalized care for the whole person.
A seed gift of $100,000 was made by EMOTIV to the USF Data Institute Healthcare AI Initiative, which has enabled the Clinical Neuroinformatics and AI Lab to launch this collaborative effort. In addition to ongoing neuroinformatics and AI research, the lab has initiated a clinical site with the USF School of Nursing and Health Professions to develop clinical procedures that will be tested locally and in African clinics associated with PPND.
“At EMOTIV, our mission is to democratize access to neurotechnology and create a generalized model of the brain that unlocks new frontiers in brain health and well-being for the benefit of all,” said Tan Le, CEO. “Our partnership with the USF Clinical Neuroinformatics and AI Lab advances this vision.”
Dr. Bosl is also pursuing novel approaches to EEG analysis using the pioneering computational and AI methods enabled by QCi devices to advance the ability to measure brain function even further. The goal is to discover patterns of brain electrophysiology that cannot currently be found by other means.
“The collaboration between USF’s Clinical Neuroinformatics and AI Lab, their Data Institute, the School of Nursing and Health Professions, and their partners at EMOTIV, exemplifies the kind of transformative work QCi stands behind,” stated Dr. William McGann, CEO. “Our EmuCore reservoir computing device is playing a pivotal role in enabling the advancement of neuro-AI applications, including early detection of brain disorders. This partnership reflects our commitment to bringing cutting-edge quantum and AI technologies into real-world solutions that can significantly improve the human condition.”
The partners in this collaboration are especially mindful of the needs of underserved and low-income communities. To this end, CNAIL has formed a partnership with PPND to take this new technology to low-income regions of the world for clinical testing and development.
“At Purple Point Neurodiagnostics, we are dedicated to providing quality, diagnostic neurological testing throughout the world, especially in low-resource regions where advanced technology is often not accessible,” said Lucien Kilonda, co-founder and CEO of PPND. “Our partnership with USF and the Data Institute represents our combined efforts to develop disruptive, advanced, low-cost neurotechnology for all people, especially those with the greatest need for care.”
As Dr. Neha Bhasin, USF Digital Health Informatics alumna and Clinical Director of CNAIL noted, “We’re attempting to redefine neuropsychiatric care by pioneering the use of EEG data. Our goal is to do fundamental research to discover biomarkers of brain dysfunction in EEG signals, then to make EEG more accessible and integrate it seamlessly into clinical practice, enabling earlier and more effective diagnosis and treatment of neuropsychiatric disorders.”
These partnerships seek a significant advancement in brain health monitoring, combining Professor Bosl’s expertise with the innovative technologies of EMOTIV and QCi and the global reach of PPND. Together, they aim to deepen our understanding of brain function, offering new opportunities for research and clinical application, offering Cura Personalis to the global community.
For more information about this collaboration or to schedule an interview with Professor Bosl, please contact: datainstitute@usfca.edu
About the University of San Francisco
The University of San Francisco is a private, Jesuit Catholic university that reflects the diversity, optimism, and opportunities of the city that surrounds it. USF offers more than 230 undergraduate, graduate, professional, and certificate programs in the arts and sciences, business, law, education, and nursing and health professions. At USF, each course is an intimate learning community in which top professors encourage students to turn learning into positive action, so the students graduate equipped to do well in the world — and inspired to change it for the better. For more information, visit usfca.edu.
About the University of San Francisco Data Institute
The University of San Francisco Data Institute is dedicated to advancing research and education in data science and engineering, fostering innovation, and collaborating with industry leaders to solve real-world problems. For more information, visit usfca.edu/data-institute.
About the University of San Francisco School of Nursing and Health Professions
The School of Nursing and Health Professions advances the mission of the university by leading in innovative solutions to health inequities and transforming healthcare using evidence-informed approaches. For more information, visit usfca.edu/nursing.
About EMOTIV
EMOTIV is a bioinformatics company revolutionizing the understanding of the human brain through EEG technology. Their mission is to empower individuals to gain insights into their own brain health while advancing global brain research. For more information, visit emotiv.com.
About Quantum Computing Inc. (QCi)
Quantum Computing Inc. (QCi) (Nasdaq: QUBT) is an innovative, integrated photonics company that provides accessible and affordable quantum machines to the world today. QCi products are designed to operate at room temperature and low power at an affordable cost. The Company’s portfolio of core technology and products offer unique capabilities in the areas of high-performance computing, artificial intelligence, cybersecurity, as well as remote sensing applications, and more, including the new EmuCore reservoir computer. For more information, visit quantumcomputinginc.com/.
About Purple Point Neurodiagnostics (PPND)
With over 60 years of combined experience, the PPND team is dedicated to quality patient care, advocacy and education to improve patient outcomes and enhance the quality of life by delivering accurate, accessible, and compassionate neurological diagnostics worldwide. MindLight Academy offers ABRET-accredited neurodiagnostic training programs, including an online 10-month didactic and clinical program in Intraoperative Neuromonitoring. Future offerings in neuroinformatics and biomedical AI will be developed. For more information, visit purplepointneuro.com/.
Media Contact
Kellie Samson, University of San Francisco, (415) 601-1915, ksamson@usfca.edu, https://www.usfca.edu/
SOURCE University of San Francisco
You may like
Technology
Truth-seeking: the Turning Point in Zunyi
Published
18 minutes agoon
October 19, 2026By
BEIJING, Oct. 18, 2026 /PRNewswire/ — An interview from China.org.cn with Wang Xiaohui and David Ferguson on the Long March:
Wang Xiaohui:
When you march toward your ideals but encounter repeated setbacks and failures, do you have the courage to pause, reflect on the path taken, and chart a new way forward?
David Ferguson:
If I continually encountered setbacks on the road to my ideals, I would stop and reflect seriously on whether my methods need adjusted or my direction needs corrected. This is a matter of being honest with oneself and honest about one’s shortcomings. Granted, this requires as much courage as setting out in the first place — because what you have to confront is not only the judgment of others, but your own ingrained reluctance to accept that you might have got it wrong.
Wang Xiaohui:
The waters of the Xiangjiang River ran crimson in the winter of 1934.
To cover the Red Army’s main force as they crossed the river, Chen Shuxiang, then Commander of the 34th Division of the Fifth Army Corps, led his troops to fight against vastly superior enemy forces until they ran out of ammunition and supplies. Severely wounded, Chen was captured alive. On the way to the enemy camp to be paraded for merit, Chen seized a moment of the enemy’s unawareness, tore his own intestines through his abdominal wound, and died a heroic death. He was only 29 years old.
The Battle of Xiangjiang River was the deadliest campaign for the Red Army since the start of the Long March. In less than two months, their troop strength plummeted from over 86,000 to just over 30,000.
At that critical moment, doubts and discontent among officers and soldiers with the military leadership peaked.
During the fights against the previous four Kuomintang (KMT) “encirclement” campaigns, the Red Army adopted Mao Zedong’s strategy of “luring the enemy in deep.” With flexible tactics in mobile warfare, the Red Army worked miracles of defeating superior enemies time and again. Yet, the tide turned completely during the KMT’s fifth “encirclement.”
At that time, the CPC was a branch of the Communist International (Comintern). After 1927, the Comintern instructed the CPC to adopt an urban-centered path in its revolution, for it was how Russia’s October Revolution had achieved victory. Affected by this directive, during the Fifth Counter-Campaign against “Encirclement and Suppression”, Bo Gu and Otto Braun, who held actual command of the Red Army, insisted on launching offensive operations to seize major cities.
Otto Braun also mechanically applied European conventional warfare tactics, forcing the Red Army into rigid positional and fortress battles. In the Battle of Guangchang, the poorly equipped Red Army fought head-on against enemy tanks and artillery on open terrain, resulting in more than 5,000 casualties, about one-fourth of all participating troops.
Successive military defeats forced the Red Army to launch a strategic shift. However, Bo Gu and Otto Braun insisted that everything be evacuated, including heavy equipment: printing presses, currency-making machines, and arms-manufacturing facilities… When crossing the Xiangjiang River, troops were slowed down by these cumbersome supplies, and numerous soldiers even laid down their lives for protecting these assets. Chen Shuxiang and his 34th Division wrote the gravest footnote to this bloody sacrifice.
By the banks of the Xiangjiang River, the spark of hope in the eyes of the Red Army soldiers was nearly quenched by the cold water. Could the rigid foreign doctrines truly guide the Red Army and China’s revolution? What path lay ahead?
History often unfolds in paradoxes: when all hope seems lost, a historical turning point is quietly emerging.
After the Battle of Xiangjiang River, Mao firmly opposed the original plan drafted by Bo Gu and Otto Braun to march towards Hunan. Instead, he proposed to advance to Guizhou where enemy defenses were weak. There, the Red Army broke through the natural barrier of the Wujiang River, and captured Zunyi. On Jan. 15, 1935, the CPC Central Committee convened an enlarged Political Bureau meeting in an old mansion, later known to the world as the Zunyi Conference.
Inside the modest living room on the second floor, a charcoal brazier expelled the winter chill. The CPC leadership sat around a long table to review why the Red Army had fallen into passive positions since 1933. Bo Gu attributed the defeats solely to the enemy’s overwhelming strength, while other leading officials like Zhou Enlai and Zhang Wentian pinpointed flawed military command as the fundamental cause.
Mao Zedong also made a pivotal speech.
As a revolutionary forged in rural base-area practice, Mao always sought truth from real combat experience. Citing victories from the previous four counter-“encirclement” campaigns, he rebutted Bo Gu’s opinions and criticized the flawed strategies of passive defense and abandoning mobile warfare tactics. In plain, incisive language, he pointed out that “the soldiers also needed to march, eat and sleep,” and that Braun’s rigid commands were completely divorced from the realities of China’s revolutionary warfare.
Throughout the whole meeting, Bo Gu remained dejected; Braun sat near the door and lit one cigarette after another. Never had these “true Bolsheviks” faced such rigorous criticism before.
The intensive confrontation lasted three days. In the end, Mao Zedong was elected to the leadership of the Red Army and the CPC Central Committee, putting an end to the wrong guidance. This marked a life-and-death turning point in the history of the Communist Party of China.
The Zunyi Conference freed the CPC from the Comintern’s intervention, enabling the Party to independently master the destiny of China’s revolution. From then on, the Red Army turned peril into safety, and China’s revolution emerged from despair toward new life.
David Ferguson:
When faced with major setbacks, the Communist Party of China was not crushed; instead, it demonstrated the courage to confront and correct its own mistakes, thereby turning adversity into opportunity. For any ruling party, this kind of courage is exceptionally rare.
Throughout history, guided by the principle of seeking truth from facts, the Party has always corrected errors, updated systems and adjusted course. By doing so, it has guaranteed social progress. This is precisely the secret to success that has made the Party resilient and invincible.
Wang Xiaohui:
No grand undertaking advances without setbacks. Faced with obstacles and defeats, the CPC demonstrated extraordinary courage and wisdom. They sought truth from facts, corrected wrong courses, and led the revolution towards triumph.
The Zunyi Conference Spirit, embodied in firm conviction, adherence to truth, independence and self-reliance, solidarity and unity, was forged amid blood and fire. It has shaped the unique spiritual character of the CPC. In the years that followed, these timeless values continued to evolve and sustain the Party in the face of trials and challenges, endowing it with enduring vitality.
China Mosaic
http://www.china.org.cn/video/node_7230027.htm
Faith: The Spark Born by the Yudu Riverside
http://www.china.org.cn/2026-10/17/content_118737624.shtml
View original content to download multimedia:https://www.prnewswire.com/news-releases/truth-seeking-the-turning-point-in-zunyi-302912139.html
SOURCE China.org.cn
Technology
Truth-seeking: the Turning Point in Zunyi
Published
18 minutes agoon
October 19, 2026By
BEIJING, Oct. 18, 2026 /PRNewswire/ — An interview from China.org.cn with Wang Xiaohui and David Ferguson on the Long March:
Wang Xiaohui:
When you march toward your ideals but encounter repeated setbacks and failures, do you have the courage to pause, reflect on the path taken, and chart a new way forward?
David Ferguson:
If I continually encountered setbacks on the road to my ideals, I would stop and reflect seriously on whether my methods need adjusted or my direction needs corrected. This is a matter of being honest with oneself and honest about one’s shortcomings. Granted, this requires as much courage as setting out in the first place — because what you have to confront is not only the judgment of others, but your own ingrained reluctance to accept that you might have got it wrong.
Wang Xiaohui:
The waters of the Xiangjiang River ran crimson in the winter of 1934.
To cover the Red Army’s main force as they crossed the river, Chen Shuxiang, then Commander of the 34th Division of the Fifth Army Corps, led his troops to fight against vastly superior enemy forces until they ran out of ammunition and supplies. Severely wounded, Chen was captured alive. On the way to the enemy camp to be paraded for merit, Chen seized a moment of the enemy’s unawareness, tore his own intestines through his abdominal wound, and died a heroic death. He was only 29 years old.
The Battle of Xiangjiang River was the deadliest campaign for the Red Army since the start of the Long March. In less than two months, their troop strength plummeted from over 86,000 to just over 30,000.
At that critical moment, doubts and discontent among officers and soldiers with the military leadership peaked.
During the fights against the previous four Kuomintang (KMT) “encirclement” campaigns, the Red Army adopted Mao Zedong’s strategy of “luring the enemy in deep.” With flexible tactics in mobile warfare, the Red Army worked miracles of defeating superior enemies time and again. Yet, the tide turned completely during the KMT’s fifth “encirclement.”
At that time, the CPC was a branch of the Communist International (Comintern). After 1927, the Comintern instructed the CPC to adopt an urban-centered path in its revolution, for it was how Russia’s October Revolution had achieved victory. Affected by this directive, during the Fifth Counter-Campaign against “Encirclement and Suppression”, Bo Gu and Otto Braun, who held actual command of the Red Army, insisted on launching offensive operations to seize major cities.
Otto Braun also mechanically applied European conventional warfare tactics, forcing the Red Army into rigid positional and fortress battles. In the Battle of Guangchang, the poorly equipped Red Army fought head-on against enemy tanks and artillery on open terrain, resulting in more than 5,000 casualties, about one-fourth of all participating troops.
Successive military defeats forced the Red Army to launch a strategic shift. However, Bo Gu and Otto Braun insisted that everything be evacuated, including heavy equipment: printing presses, currency-making machines, and arms-manufacturing facilities… When crossing the Xiangjiang River, troops were slowed down by these cumbersome supplies, and numerous soldiers even laid down their lives for protecting these assets. Chen Shuxiang and his 34th Division wrote the gravest footnote to this bloody sacrifice.
By the banks of the Xiangjiang River, the spark of hope in the eyes of the Red Army soldiers was nearly quenched by the cold water. Could the rigid foreign doctrines truly guide the Red Army and China’s revolution? What path lay ahead?
History often unfolds in paradoxes: when all hope seems lost, a historical turning point is quietly emerging.
After the Battle of Xiangjiang River, Mao firmly opposed the original plan drafted by Bo Gu and Otto Braun to march towards Hunan. Instead, he proposed to advance to Guizhou where enemy defenses were weak. There, the Red Army broke through the natural barrier of the Wujiang River, and captured Zunyi. On Jan. 15, 1935, the CPC Central Committee convened an enlarged Political Bureau meeting in an old mansion, later known to the world as the Zunyi Conference.
Inside the modest living room on the second floor, a charcoal brazier expelled the winter chill. The CPC leadership sat around a long table to review why the Red Army had fallen into passive positions since 1933. Bo Gu attributed the defeats solely to the enemy’s overwhelming strength, while other leading officials like Zhou Enlai and Zhang Wentian pinpointed flawed military command as the fundamental cause.
Mao Zedong also made a pivotal speech.
As a revolutionary forged in rural base-area practice, Mao always sought truth from real combat experience. Citing victories from the previous four counter-“encirclement” campaigns, he rebutted Bo Gu’s opinions and criticized the flawed strategies of passive defense and abandoning mobile warfare tactics. In plain, incisive language, he pointed out that “the soldiers also needed to march, eat and sleep,” and that Braun’s rigid commands were completely divorced from the realities of China’s revolutionary warfare.
Throughout the whole meeting, Bo Gu remained dejected; Braun sat near the door and lit one cigarette after another. Never had these “true Bolsheviks” faced such rigorous criticism before.
The intensive confrontation lasted three days. In the end, Mao Zedong was elected to the leadership of the Red Army and the CPC Central Committee, putting an end to the wrong guidance. This marked a life-and-death turning point in the history of the Communist Party of China.
The Zunyi Conference freed the CPC from the Comintern’s intervention, enabling the Party to independently master the destiny of China’s revolution. From then on, the Red Army turned peril into safety, and China’s revolution emerged from despair toward new life.
David Ferguson:
When faced with major setbacks, the Communist Party of China was not crushed; instead, it demonstrated the courage to confront and correct its own mistakes, thereby turning adversity into opportunity. For any ruling party, this kind of courage is exceptionally rare.
Throughout history, guided by the principle of seeking truth from facts, the Party has always corrected errors, updated systems and adjusted course. By doing so, it has guaranteed social progress. This is precisely the secret to success that has made the Party resilient and invincible.
Wang Xiaohui:
No grand undertaking advances without setbacks. Faced with obstacles and defeats, the CPC demonstrated extraordinary courage and wisdom. They sought truth from facts, corrected wrong courses, and led the revolution towards triumph.
The Zunyi Conference Spirit, embodied in firm conviction, adherence to truth, independence and self-reliance, solidarity and unity, was forged amid blood and fire. It has shaped the unique spiritual character of the CPC. In the years that followed, these timeless values continued to evolve and sustain the Party in the face of trials and challenges, endowing it with enduring vitality.
China Mosaic
http://www.china.org.cn/video/node_7230027.htm
Faith: The Spark Born by the Yudu Riverside
http://www.china.org.cn/2026-10/17/content_118737624.shtml
View original content to download multimedia:https://www.prnewswire.com/news-releases/truth-seeking-the-turning-point-in-zunyi-302912139.html
SOURCE China.org.cn
Technology
GMIF2026: AI Inference Powers the “Token Factory” and Drives System-Level Rethinking of Memory & Storage
Published
18 minutes agoon
October 19, 2026By
SHENZHEN, China, Oct. 18, 2026 /PRNewswire/ — The 5th GMIF Innovation Summit (Global Memory Innovation Forum 2026, GMIF2026) recently concluded at the Renaissance Shenzhen Bay Hotel. Co-hosted by the Shenzhen Memory Industry Association (SMIA) and the School of Integrated Circuits at Peking University, the summit was themed “The Future Built on AI Memory and Storage.” Now in its fifth edition, GMIF has grown from a regional industry gathering into a benchmark for the global semiconductor memory ecosystem, with diversified programs including keynote sessions, an investment forum, product exhibitions, a global livestream, and a golf friendship match, all centered on the value of memory and storage in the token economy and the AI inference era.
In the opening remarks by Rixin Sun, President of Shenzhen Memory Industry Association (SMIA), GMIF’s growth over five consecutive editions was traced from its early days to today. As a platform for global exchange, GMIF is built around the memory value chain, linking wafer IDMs and players in controllers, modules, packaging and testing, equipment and materials, and end applications to promote technical exchange, supply-demand matching, and ecosystem cooperation.
President Sun noted that as AI evolves from generative to agentic, inference efficiency, data scheduling, and system coordination have become shared priorities. Collaboration across the value chain is no longer a traditional supply-demand relationship, but a deeper partnership built around workload requirements, joint product definition, and scenario validation. Looking ahead, GMIF will pursue a more specialized and differentiated format, connecting memory companies with AI compute and end-application players worldwide.
Capital Meets Technology: Memory & Storage Moves to the Center of AI Infrastructure
As AI shifts from model training to large-scale commercial inference, the token is becoming a new unit of value. Inference demands low latency, high concurrency, and sustained throughput, which places memory and storage bandwidth, capacity, and energy efficiency among the variables that shape overall system efficiency and cost.
Daniel Yen of Morgan Stanley projected that global data center capital expenditure will stay strong in the coming years, with more than half of cloud data center capex expected to go to memory & storage (excluding HBM) by 2027. Yen identified six innovation paths to overcome the “memory wall” challenge: process migration, design changes, advanced packaging, memory peripherals, PIM/CIM, and new materials.
Prof. Yimao Cai, Dean of the School of Integrated Circuits at Peking University, pointed out that HBM remains central to high-end AI compute, but yield, cost, and thermal constraints limit broader adoption. NAND-based high-bandwidth technologies such as HBF have become a major research focus because of their cost advantage, and hybrid multi-media architectures could balance performance, capacity, and cost for deploying models with hundreds of billions of parameters.
Kevin Yoon, CVP & CTO of Samsung Memory China at Samsung Electronics, described how agents are generating massive KV cache demand and driving rapid iteration of tiered storage, citing Samsung’s work on Z-NAND, PCIe Gen6 SSDs, and ultra-high-capacity data center SSDs. Maya Zhang, Senior Director of Product Marketing from Sandisk, called this the first year of the “inference boom.” As inference reaches commercial scale, AI data centers are shifting from cost centers to value and capacity centers, and the evaluation framework is moving from TCO to TVO. NAND is becoming a strategic core component of AI, and the SSD is becoming a “token battery” that greatly improves the economics of the industry through token reuse.
Solidigm and Arm focused on the evolution of system-level design. Benny Ni, GAR Sales VP at Solidigm, noted high-capacity QLC SSDs are being adopted faster, and that memory offloading has moved from an alternative to a core design paradigm for data centers, while liquid cooling has become a prerequisite for unlocking high-end storage performance. John Xavier Lionel, Head of Global Storage Business at Arm, shared competition in the AI era is shifting from simply chasing higher TOPS to building a more efficient system balance among compute, memory, storage, and data movement. Arm’s cloud-edge-device continuum framework balances power, capacity, bandwidth, latency, security, and cost constraints at each tier, so that “the right AI workload runs in the right place.”
Moving from the cloud to the edge, Stanley Huang, AVP of Silicon Motion, stressed that devices are the ultimate carrier of AI experiences and that intelligent storage directly determines real-world device performance. Its PerformaShape technology allocates resources flexibly across different agents and greatly improves read/write consistency.
Sam Sun, Chairman of BIWIN, explained that large-scale AI inference is extending memory demand from data centers to the edge and endpoints, where differing needs in capacity, performance, power, size, and reliability are pushing storage from general-purpose specifications toward deep matching with specific scenarios and platforms. Drawing on full-stack capabilities from media selection and controller and firmware development to advanced packaging, testing, and volume delivery, BIWIN works closely with customers, platforms, and chip makers to tailor products to each use case, shortening development and validation cycles and improving system space, energy efficiency, and performance.
Token Factories Move Enterprise AI from Pilot to Production
As the token becomes the core unit of value, producing tokens efficiently and at low cost has become a shared challenge for enterprise AI adoption worldwide, and the “token factory” is emerging as a new industry paradigm. Tao Zhou, General Manager of the Server Division of Lenovo ISG China, said 80% of enterprises have deployed at least one type of agent, yet fewer than 40% of projects can scale and deliver positive ROI. Lenovo has built a full-stack “token factory” paradigm spanning data governance, compute optimization, and security management to address this.
A solid token factory depends on underlying storage media and architecture. Numbers Law’s PMD (Parallel Magnetic Drive) technology and NEXWISE‘s “KuberCloud” token factory solution contributed to full-stack capability from hardware to compute scheduling and model operations. Infplane, Maxio, and Genstoraige lowered the deployment threshold for large on-device models through AI SSD tiered offloading and memory expansion.
Real-world applications are also deepening. SYNCORE has achieved vehicle-cloud embodied intelligence across the whole vehicle. Dify, with its private agent architecture, and Paratera, with its MaaS compute service platform, are moving AI from basic compute supply toward deeper industry intelligence services, accelerating the industrialization of AI.
40 Companies Showcase the Core of the AI Memory & Storage Chain
The concurrent exhibition brought together 40 companies across the full value chain, from memory chips and controllers to compute servers, AIDC services, packaging and testing equipment, and system applications, presenting the latest advances in AI memory and storage from around the world.
Memory IDMs and controller makers led with new products. SanDisk featured its iNAND AT EU752 automotive UFS 4.1, SN861 enterprise NVMe SSD, and BiCS8 QLC NAND. Silicon Motion introduced the SM8466 PCIe Gen6 16-channel controller and the SM2524XT controller for edge SSDs. Maxio, YEESTOR, and other Chinese controller makers showed flagship PCIe Gen4/Gen5 and UFS controllers with enhanced LDPC, a sign that China’s controller portfolio is taking shape and benchmarking itself against leading international standards.
Compute and token factory solutions were another highlight. Lenovo exhibited its WenTian series of AI training-and-inference integrated servers. NEXWISE presented its full-stack token factory hardware and software, with heterogeneous compute management and token-based billing. Paratera showed its intelligent compute cloud and supercomputing cloud services, and Numbers Law demonstrated its PMD (Parallel Magnetic Drive) technology, aimed at sharply raising HDD IOPS and throughput. Infplane, Genstoraige, and Quanxing introduced KV cache offload and memory-fusion AI SSD solutions that use storage to share the compute load and significantly cut deployment costs.
Module makers and full-scenario solution providers brought a wide range of products. BIWIN exhibited enterprise SSDs, CXL products, wide-temperature industrial storage, and embedded products spanning AI cloud, edge, and device. KingSpec, POWEV, Topdisk, Barycn, Jielong Storage, HIKSEMI, and others presented industrial-grade, automotive-grade, server, and embedded product families, demonstrating strong volume production and reliable delivery.
Equipment, testing, and materials suppliers rounded out the floor. Attach Point, MICROVIEW, and Maxwell Technologies showed die attach and bonding equipment for 2.5D/3D advanced packaging. OKN Technology, Acroview Technology, Hongjingwei, and Tytantest introduced test and burn-in systems covering SSD, DRAM, and NAND that can accurately reproduce high-load AI I/O scenarios. Hemei Jingyi and Silergy brought storage IC package substrates and dedicated power management ICs. From advanced packaging equipment to test validation to core components, this supporting ecosystem lays the manufacturing foundation for volume production of AI memory and storage and for Chinese suppliers expanding overseas.
GMIF2026 Annual Awards Unveiled: Global Memory & Storage Leaders Build an Open, Collaborative Ecosystem
To recognize companies that have made outstanding contributions to the memory and storage value chain, the summit established the GMIF2026 Annual Awards, which cover memory, compute, packaging and testing equipment, test systems, and end applications across AI infrastructure, and were judged on technological innovation, industry contribution, market service, and real-world results.
Honorees, including Samsung Semiconductor, SanDisk, Solidigm, CXMT, Arm, Lenovo, Dify, Silicon Motion, Infplane, Genstoraige, Numbers Law, Paratera, SYNCORE, NEXWISE, Maxio Technology, BIWIN, Topdisk, KingSpec, POWEV, Quanxing Technology, OKN Technology, Attach Point, COMIX, Barycn, LKAUTO, Maxwell Technologies, Hemei Jingyi, Silergy, Heyan Technology, ExTripod Electronics, UNIMOS, GBAT, and Tytantest, were recognized for standout achievements in technology breakthroughs, product deployment, ecosystem building, and the industry chain.
Global Livestream and Golf Friendship Match Extend the Boundaries of Industry Cooperation
To join the global ecosystem and expand international cooperation, the summit featured a special Global Livestream by Memory Brands on LinkedIn, Facebook, and YouTube. Eight brands presented online: BIWIN, Silicon Motion, Quanxing Technology, OKN Technology, KingSpec, Maxwell Technologies, ExTripod Electronics, and Silergy. They gave overseas audiences a direct look at China’s latest advances in memory chips, advanced packaging, test systems, and other core AI infrastructure components, connecting technology standards, supply chain resources, and market demand across regions.
The momentum carried into the next day. The GMIF2026 “BIWIN Cup” golf friendship match, exclusively sponsored by BIWIN, brought senior executives from across the global memory value chain to the course. After a day of intensive discussion at the main forum, the setting was more relaxed, but the conversations among technology, capital, and markets carried on, helping speed practical cooperation across borders and sectors.
Conclusion
Across the GMIF program, one message stood out: global AI competition is moving beyond the “single-point era” of peak GPU performance into a “system-level era” that integrates storage, compute, networking, and software. In the token economy, memory and storage is shedding its auxiliary role and becoming the strategic foundation of AI inference.
This edition of GMIF brought together capital outlook, frontier technology, product innovation, real-world practice, and ecosystem collaboration, and, with the awards, livestream, and networking events, carried the conversation from ideas to product showcases, overseas exposure, and business deals. Going forward, GMIF will stay focused on the industry’s frontier issues and connect key players across the global memory value chain, promoting joint standards, technology development, and market expansion to open a new chapter for the AI memory and storage industry.
About GMIF
Global Memory Innovation Forum (GMIF) is a premier annual gathering that connects the global memory and storage community. Featuring diverse activities including keynote speeches, roundtable dialogues, supply-demand match-making, product showcases, industry rankings, awards programs, and global livestreaming, GMIF brings together key enterprises across the memory and storage chain, technical experts, terminal companies and investment institutions to exchange insights, build partnerships, and create business opportunities. Learn more about GMIF, please visit https://www.gmif.com.cn/. Follow us on LinkedIn, YouTube and Facebook.
Media Contact:
Carina Gu, wenjing.gu@gmif.com.cn
View original content to download multimedia:https://www.prnewswire.com/news-releases/gmif2026-ai-inference-powers-the-token-factory-and-drives-system-level-rethinking-of-memory–storage-302912123.html
SOURCE Shenzhen Memory Industry Association (SMIA)
Truth-seeking: the Turning Point in Zunyi
Truth-seeking: the Turning Point in Zunyi
GMIF2026: AI Inference Powers the “Token Factory” and Drives System-Level Rethinking of Memory & Storage
Send Rakhi to UK swiftly with UK Gifts Portal
Whiteboard Series with NEAR | Ep: 45 Joel Thorstensson from ceramic.network
Nullmax and Renesas Forge Strategic Partnership to Deliver Competitive ADAS Solutions for the Global Market
Why You Should Build on #NEAR – Co-founder Illia Polosukhin at CV Labs
Whiteboard Series with NEAR | Ep: 45 Joel Thorstensson from ceramic.network
NEAR End of Year Town Hall 2021: The Open Web World, MetaBUILD 2 Hackathon and 2021 recap
Trending
-
Coin Market5 days ago‘Bunker mode’ won’t protect your crypto, critics say
-
Technology5 days agoSolidion Technology Reaffirms Commitment to Address Growing Energy Storage Needs of AI Data Centers
-
Technology5 days agoTVU Networks to Showcase Connected Live Video Ecosystem at Broadcast India Show 2026
-
Technology5 days agoPEGATRON Brings AI Infrastructure from Design to Deployment at OCP Global Summit 2026
-
Coin Market4 days agoOrganizations join forces to fight Illinois crypto tax, after 6-month pause
-
Technology5 days agoSUS ENVIRONMENT Draws International Attention for Transforming Waste-to-Energy Plants into Sustainable Urban Assets
-
Coin Market5 days agoCan crypto users trust the supply chain behind hardware wallets?
-
Technology5 days agoA $2.1 Trillion Wellness Industry Never Built a Daily Practice for Black Children. So This Atlanta Family Did.
