Efficient continual learning in humans is enabled by a rich set of neurophysiological mechanisms and interactions between multiple memory systems. The brain efficiently encodes information non-overlapping sparse codes, which facilitates the new associations faster with controlled interference previous associations. To mimic coding DNNs, we enforce activation sparsity along dropout mechanism enc...

To solve the problems of interruption events and high bit-error rate FSO system caused by atmospheric turbulence, an cooperative communication scheme based on polarization code is proposed. In this scheme, upper limit average turbulence channel used to construct frozen bit set code, information S−R link recovered using ownership relationship between S−D at destination node. Finally, bits are co...