On September 21, 2018, Brain Scientific, Inc. (formerly known as All Soft Gels Inc.) completed its acquisition of MemoryMD, Inc., and MemoryMD, Inc. became the wholly-owned subsidiary of Brain Scientific, Inc.

MemoryMD is a New York-based medical device technology company, combining twenty years of expertise in brain analysis, deep learning, and artificial intelligence.

The United States Patent and Trademark Office (USPTO) has registered NEURO EEG as a trademark in November 2017.

In February 2018, MemoryMD received FDA clearance for NeuroEEG, a Full-Montage Standard Electroencephalograph. NeuroEEG is intended for prescription use to acquire, record, transmit and display electrical brain activity of patients of all ages.

In April 2018, MemoryMD received FDA clearance for a NeuroCap, an Electroencephalogram (EEG) electrode array intended for use in ER (emergency room), ICU (intensive care unit) and OR (operating room) for recording of STAT EEGs in patients of 18 years of age and older.