Benchmarking Brain Emulating Chips

Impressive results. Early results, still awaiting complete systems using these methods.

IBM shows how fast its brain-like chip can learn

IBM benchmarks the deep-learning capabilities of its TrueNorth brain-like chip and concludes it's faster and more power-efficient than today's GPUs and CPUs

IBM started the development of brain-like chips in 2004 and simulated a computer model the scale of a cat's brain in 2009. A prototype chip in 2011 had 256 digital neurons and had pattern-recognition capabilities. A full computer with a brain-emulating chip could still be a long time off. ... 

IBM is also building quantum computer as an option to replace today's PCs and servers, which are based on decades-old computer designs. Other chips that emulate human brains are being developed by Hewlett Packard Enterprise, Stanford University, the University of Heidelberg in Germany, and the University of Manchester in the U.K. ....   " 

Neuromorphic Chips

In Wired: 48 million neurons mimic the brain of a small rodent.  Increasingly we are looking at how to directly model the biological.   Is it better to mimic biological systems or to directly model them?   Also in Linkedin.