Publications by authors named "Nesrine Ben Romdhane"
Spin-transfer torque magnetic memory as a stochastic memristive synapse for neuromorphic systems.
IEEE Trans Biomed Circuits Syst
April 2015
Article Synopsis
- Spin-transfer torque magnetic memory (STT-MRAM) is gaining attention for its advantages such as non-volatility, fast read/write speeds, and high endurance, making it a promising technology.
- This research explores STT-MRAM's potential as a stochastic memristive device that can mimic synaptic functions, by analyzing its behavior under different programming current regimes (low, intermediate, and high).
- Simulations indicate that the intermediate current regime is optimal as it minimizes energy consumption while maintaining robustness against variations, suggesting new opportunities for integrating STT-MTJs in efficient cognitive systems.