A memory system and a nonvolatile memory device therein are disclosed. The memory system comprises a memory device outputting a plurality of analog signals during a read operation, a converter to convert the plurality of analog signals into binary data, and a memory controller to operate an error correction operation on the binary data. The error correction operation uses a soft decision algorithm.