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On-Chip Learning is Missing Neuromorphic Building Block

Brains and Machines

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Exploring Physical Emulation and Robust Computation

This chapter explores the benefits of using sub-threshold analog computation for physical emulation of systems, focusing on its low power usage and reliance on CMOS technology. It also examines challenges like variability and noise, proposing design strategies that mirror brain function to improve algorithmic robustness.

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