NEUROMORPHIC MATERIALS AND COMPUTING: DEVICES AND PLATFORMS. THE THE PROPOSAL HAS GREAT SCIENTIFIC AND TECHNICAL MERITS FOCUSING ON DEVELOPING HARDWARE AWARE TRAINING AND ALGORITHMS FOR EDGE APPLICATION OF NEUROMORPHIC HARDWARE. THE RESEARCH PROPOSAL AUGMENTS ARL'S RESEARCH ACTIVITIES ON FERROELECTRIC NEUROMORPHIC DEVICES AND SOFTWARE DEVELOPMENT FOR SUCH HARDWARE.