2013: Qualcomm has presented their Zeroth processor for brain-inspired computing.
2012: Google X has been working on implementing the largest Deep Neural Network to date on a 16,000-node server.
2012: Microsoft Research is applying neural networks to general-purpose (approximate) computing with Neural Processing Units (joint project with Univ. Washington and Univ. of Texas)