PORTLAND, Ore., Nov. 18 /PRNewswire-FirstCall/ -- Today at SC 09, the supercomputing conference, IBM announced significant progress toward creating a computer system that simulates and emulates the brain’s abilities for sensation, perception, action, interaction and cognition, while rivaling the brain’s low power and energy consumption and compact size.
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Scientists, at IBM Research - Almaden, in collaboration with colleagues from Lawrence Berkeley National Lab, have performed the first near real-time cortical simulation of the brain that exceeds the scale of a cat cortex and contains 1 billion spiking neurons and 10 trillion individual learning synapses.
These advancements will provide a unique workbench for exploring the computational dynamics of the brain, and stand to move the team closer to its goal of building a compact, low-power synaptronic chip using nanotechnology and advances in phase change memory and magnetic tunnel junctions. The team’s work stands to break the mold of conventional von Neumann computing, in order to meet the system requirements of the instrumented and interconnected world of tomorrow.
Businesses will simultaneously need to monitor, prioritize, adapt and make rapid decisions based on ever-growing streams of critical data and information. A cognitive computer could quickly and accurately put together the disparate pieces of this complex puzzle, while taking into account context and previous experience, to help business decision makers come to a logical response.
To perform the first near real-time cortical simulation of the brain that exceed the scale of the cat cortex, the team built a cortical simulator that incorporates a number of innovations in computation, memory, and communication as well as sophisticated biological details from neurophysiology and neuroanatomy. This scientific tool, akin to a linear accelerator or an electron microscope, is a critical instrument used to test hypotheses of brain structure, dynamics and function. The simulation was performed using the cortical simulator on Lawrence Livermore National Lab’s Dawn Blue Gene/P supercomputer with 147,456 CPUs and 144 terabytes of main memory.
After the successful completion of Phase 0, IBM and its university partners were recently awarded $16.1M in additional funding from the Defense Advanced Research Projects Agency (DARPA) for Phase 1 of DARPA’s Systems of Neuromorphic Adaptive Plastic Scalable Electronics (SyNAPSE) initiative. This phase of research will focus on the components, brain-like architecture and simulations to build a prototype chip. The long-term mission of IBM’s cognitive computing initiative is to discover and demonstrate the algorithms of the brain and deliver low-power, compact cognitive computers that approach mammalian-scale intelligence and use significantly less energy than today’s computing systems. The world-class team includes researchers from several of IBM’s worldwide research labs and scientists from Stanford University, University of Wisconsin-Madison, Cornell University, Columbia University Medical Center and University of California-Merced.
Modern computing is based on a stored program model, which has traditionally been implemented in digital, synchronous, serial, centralized, fast, hardwired, general-purpose circuits with explicit memory addressing that indiscriminately over-write data and impose a dichotomy between computation and data. In stark contrast, cognitive computing -- like the brain -- will use replicated computational units, neurons and synapses that are implemented in mixed-mode analog-digital, asynchronous, parallel, distributed, slow, reconfigurable, specialized and fault-tolerant biological substrates with implicit memory addressing that only update state when information changes, blurring the boundary between computation and data.
Technical insight and more details on the SyNAPSE project and recent milestones can also be found on the Cognitive Computing blog at http://modha.org/.
CONTACT: Sara Delekta Galligan, IBM Media Relations, +1-408-927-2272, M:
+1-917-868-4502, sdelekta@us.ibm.com
Web site: http://www.ibm.com/
