Over-fitting occurs when the network ... are fitted with a function with too many free parameters (Fig. 1d). Although this is true for any method for classification or regression, neural networks ...

It delivers over 3 Tera MACs per second, with power consumption more efficient than 1.5 GMAC/second/mW and the smallest silicon area in industry with 16FF process technology. The Vivante VIP8000 ...