Management consultancy Accenture and industrial giants such as Airbus, General Electric and Hitachi have joined the Intel Neuromorphic Research Community.
The INRC has tripled in size over the past year and now has more than 75 organizations, spanning leading universities around the world, government labs, neuromorphic startup companies, and now several Fortune Global 500 members.
Mike Davies, director of Intel’s Neuromorphic Computing Lab, says: “Our collaborators around the world have made great progress on pioneering the basic tools, algorithms and methods needed to make Intel’s neuromorphic technology useful.
“We are now encouraging commercially oriented groups to join the community, and we are thrilled to welcome our first large corporate members to help push the technology forward.
“These groups bring important perspectives, ideas and challenges that can help advance the research from lab bench to real-world applications.”
While neuromorphic computing is still in its infancy, the technology is gaining momentum, driven forward by companies large and small around the globe.
If all technical challenges are solved in the next few years, analysts forecast the neuromorphic computing market could rise from $69 million in 2024 to $5 billion in 2029 – and $21.3 billion in 20341.
Intel created the INRC – bringing together leading researchers from academia, industry and government – to collaboratively tackle the challenges facing the field of neuromorphic computing.
The addition of the first Fortune Global 500 members reflects a growing commercial interest in the technology, as well as the advancing maturity of the field for solving artificial intelligence problems that are not well suited to conventional deep learning methods.
By mimicking the adaptive behavior of natural neural networks, neuromorphic technology promises to provide great gains in computing performance and energy efficiency for demanding applications, ranging from robotics to smart manufacturing to brain-computer interfaces.
Accenture, Airbus, GE and Hitachi are joining forces with Intel and other INRC members to create proof-of-concept applications that will bring the most value to their businesses.
Intel will leverage the insights that come from this customer-centric research to inform the designs of future processors and systems.
These engagements will ensure Intel remains strategically positioned at the forefront of neuromorphic technology commercialization.
What new members are researching:
Accenture: Working with 92 of the Fortune Global 100, Accenture provides services and solutions in strategy, consulting, digital, technology and operations to help clients shape their visions for the future.
At the heart of this work are Accenture Labs’ applied R&D technologists, who deliver breakthrough ideas and technologies that generate new sources of competitive advantage and drive strategic impact for both Accenture and its clients.
Accenture Labs is exploring how the Intel Loihi neuromorphic processor can help enterprises prepare for a future that will require specialized computing and heterogeneous hardware to maximize computing power for workload-intensive operations – from smart vehicle interaction to distributed infrastructure monitoring to speech recognition.
“As artificial intelligence continues to permeate our world, neuromorphic computing has the potential to transform computing infrastructures to harness its potential in new ways,” said Edy Liongosari, chief research scientist at Accenture Labs.
“As one of the first commercial research labs working with neuromorphic processors, Accenture Labs is exploring how neuromorphic computing can re-envision how systems learn and behave – to ultimately advance the way we live and work.”
Airbus: While Airbus is most well-known as a global leader in aerospace manufacturing, today cybersecurity forms a large and important part of its internal activity and market portfolio.
Collaborating with Cardiff University, Airbus is exploring how Intel’s Loihi neuromorphic processor can advance existing in-house developed automated malware detection technology.
The company expects the addition of Loihi’s real-time learning and scaling capabilities will enable both faster and more accurate malware detection, a time-critical problem.
This will significantly aid the fight against ransomware, while at the same time operating at a low-power level that is well-suited for constant monitoring.
Dr Kevin Jones, global chief information security officer at Airbus, says: “In the rapidly evolving sphere of cybersecurity, AI, machine learning and automation will all be vital to protect and improve the resilience of critical systems and infrastructure. Airbus, in partnership with Cardiff University, is proud to be leading the way on research for AI-based cyber-attack detection and processing.”
General Electric: As GE works to create new value across its industrial products and services portfolio, the company is exploring how it can utilize the energy efficiency and novel learning approaches of Intel’s Loihi neuromorphic processor to improve industrial operations.
As part of this endeavor, GE will research how neuromorphic hardware can bring robust online learning to the edge of the industrial network to enable adaptive controls, autonomous inspection and unlock new capabilities such as real-time inline compression, which would improve data storage utilization and reduce the overall cost of operation.
Joel Markham, chief engineer of the Edge Computing Lab at GE Research, says: “Intel’s Loihi neuromorphic processors have enormous potential to deliver new capabilities in AI and Edge computing.
“The flexibility in programming, ready access to the cloud-based resources and connections to a robust third-party neuromorphic computing ecosystem are all key factors industrial companies like GE require to transform complex industrial systems and networks.”
Hitachi: Hitachi is unique in the way it combines information technologies (IT) including AI, big data analytics and other digital technologies; operational technologies for system control and operation; and an extensive range of products.
Through its Social Innovation Business, Hitachi is providing digital solutions to help resolve challenges faced by customers and society.
Norikatsu Takaura, chief researcher of the research and development group at Hitachi, says: “Intel’s Loihi and Spiking Neural Networks have the potential to recognize and understand the time series data of many high-resolution cameras and sensors quickly.
“Neuromorphic computing and its technology stack will improve the scalability and flexibility of edge computing systems.”
Launched in 2018, the INRC is dedicated to developing and accelerating the capabilities of neuromorphic computing across commercial and academic environments. The community now comprises more than 75 groups from 17 countries, which is a three-times increase since last year.