TPU (Tensor Processing Unit)
-->Google has said that this device is far away better than CPU,GPU,FPGA's.
-->This is far better from above devices as it uses less transistor per unit watt
-->But contrary some blogs says at same time it occupies more power
-->This is use to develop custom hardware
-->This will be attached to the Hardisk's at Google data centre
-->One can develop custom Hardware's Using these TPU access through cloud i guess.
-->Google street view and its deep mind technology Alpha Go (Chinese Game that represent human brain) works on this TPU.
--> It is 7 generation higher than More's Law
-->It is develop with an requirnment that great softwares needs beautiful hardware
-->It is discussed in I/O conference Google by CEO sundar pichai
Reference :-Google Blog
Watch Last few minutes of speech by CEO Sundar Pichai in below video