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Session

Research Manuscript: From Brains to Bits
Event TypeResearch Manuscript
Virtual Programs
Hosted in Virtual Platform
Keywords
Emerging Models of Computation
Topics
Design
Time
Location
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.