From Hollerith to Synapse
IBM’s first cognitive computing chips mimic functions of the brain
Today, IBM announced the very first cognitive computing chips, designed to emulate the brain’s abilities for perception, action and cognition. The technology could yield many orders of magnitude less power consumption and space than used in today’s computers, and give computers a sort of “right brain” capability to match their superior calculating abilities. Following Watson, it is yet another example of IBM’s quest to build learning systems.
The Systems of Neuromorphic Adaptive Plastic Scalable Electronics (SyNAPSE) project is driven from funding by the Defense Advanced Research Projects Agency’s (DARPA); and entering Phase 2 of the SyNAPSE project (Phases 0 and 1 are complete), IBM has built two state-of-the-art chips unlike anything produced before. These chips defy the traditional von Neumann architecture, which relies on programs or instructions to complete these tasks. IBM will use these chips as the basis for an architecture with no set programming.
10 things to know about SyNAPSE
1. The brain uses less energy than a 25 watt light bulb and occupies less volume than a 2-liter bottle of soda — capable of completing complex tasks, while autonomously computing what it needs to, and when, and knowing what information to save and for how long. The brain is the ultimate computer.
2. Today’s computers use an architecture that was designed 40 years ago. Without using more power and taking up more space, we simply can’t program today’s computers to do the tasks that are required to handle the growing mountains of data we are faced with.
3. Cognitive computers emulate the brain’s abilities for sensation, perception, action, interaction and cognition, while integrating and analyzing vast amounts of data from many sources at once: in essence the “right brain” to today’s “left brain” computers.
4. These systems won’t be programmed like traditional computers are today. Rather, cognitive computers will learn dynamically through experiences, find correlations, create hypotheses and remember – and learn from – the outcomes, emulating the human brain’s synaptic and structural plasticity (or the brain’s ability to re-wire itself over time as it learns and responds to experiences and interactions with its environment.)
5. To accomplish this new kind of system, IBM is combining neuroscience, nanoscience and supercomputing together to rival the function, power and space of the brain.
6. Supercomputing: In November 2009, scientists used an IBM Blue Gene supercomputer to achieve significant advances in large-scale cortical simulation of a cat brain, substantiating the feasibility of a cognitive computing chip.
7. Neuroscience: Last year, scientists here at Almaden uncovered and successfully mapped the largest long-distance network of the monkey brain, which is essential for understanding the brain’s behavior, complexity, dynamics and computation. This discovery gives scientists unprecedented insight into how information travels and is stored across the brain.
8. Nanoscience: The revolutionary new chip that we’ve unveiled is a building block towards the long-term goal of SyNAPSE; to build a chip system with ten billion neurons and hundred trillion synapses, while consuming merely one kilowatt of power and occupying less than two liters of volume.
9. Computers like this could have a significant impact on virtually every sector of the economy. The application and service possibilities will range from preventing fraud and providing better security, to helping scientists better understand intricate climate changes happening to our planet (see callout text).
10. IBM has assembled a world-class team including collaborators from Cornell University, Columbia University, University of California – Merced and University of Wisconsin – Madison, to work with their scientists from IBM Research sites including Austin, TX, Yorktown Heights, NY, India and Zurich.