Intel neuromorphic research system reaches 100 million neurons: Page 2 of 2

March 24, 2020 //By Rich Pell
Intel neuromorphic research system reaches 100 million neurons
Intel has announced a neuromorphic research system providing the computational capacity of 100 million neurons - its largest and most powerful neuromorphic computing system developed to date.
increases Loihi's neural capacity to the size of a small mammal brain - a major step on the path to supporting much larger and more sophisticated neuromorphic workloads. The system, says the company, lays the foundation for an autonomous, connected future, which will require new approaches to real-time, dynamic data processing.

Examples of promising, highly scalable algorithms being developed for Loihi include:

  • Constraint satisfaction: Constraint satisfaction problems are present everywhere in the real world, from the game of sudoku to airline scheduling, to package delivery planning. They require evaluating a large number of potential solutions to identify the one or few that satisfy specific constraints. Loihi can accelerate such problems by exploring many different solutions in parallel at high speed.
  • Searching graphs and patterns: Every day, people search graph-based data structures to find optimal paths and closely matching patterns, for example to obtain driving directions or to recognize faces. Loihi has shown the ability to rapidly identify the shortest paths in graphs and perform approximate image searches.
  • Optimization problems: Neuromorphic architectures can be programmed so that their dynamic behavior over time mathematically optimizes specific objectives. This behavior may be applied to solve real-world optimization problems, such as maximizing the bandwidth of a wireless communication channel or allocating a stock portfolio to minimize risk at a target rate of return.

INRC members will access and build applications on Pohoiki Springs via the cloud using Intel's Nx SDK and community-contributed software components.

Intel

Related articles:
Intel 64-chip neuromorphic system now available for research
Intel self-learning chip mimics human brain
Intel lifts a corner of the covers on its “Loihi” AI, self-learning chip
SpiNNaker neuromorphic supercomputer reaches one million cores

 


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