• Processing of large datasets
• Reading the file and saving it in a memory mapped .mmap file, readable by the numpy.memmap module
• Run the CNMF algorithm on spatially overlapping patches
• map_reduce.run_CNMF_patches
• Benefits of the patch approach
• Further updating of the components