Research Manuscript: From Brains to Bits
Event TypeResearch Manuscript
Emerging Models of Computation
TimeTuesday, December 7th3:30pm - 4:00pm PST
DescriptionThis session presents six papers that explore advanced algorithms and hardware design to develop the next-generation of brain-inspired intelligent systems. While the first paper discusses neuromorphic hardware-algorithm co-design, the second paper demonstrates algorithm-mapping to neuro-inspired hardware. The next two papers address robustness and resiliency in machine-learning systems. The fifth paper discusses neural processing for event cameras and the last paper of this session presents a methodology to attain robustness against adversarial attacks in hyper-dimensional computing.