2 papers
cs.ET2026
FALCON: Fault-Tolerant Magnetic Tunnel Junction-Based In-Memory Stochastic Architecture for Reliability-Critical Edge AI Applications
Farzad Razi, Mehran Moghadam, Sercan Aygun +2
As modern data-centric applications such as neural inference and sensor-edge analytics expand, they increasingly encounter the von Neumann memory wall, suffering from excessive dat…
cs.ET2026
Maximizing Memory-Level Parallelism via Integrated Stochastic Logic-in-Memory Architectures
Farzad Razi, Mehran Moghadam, Sercan Aygun +2
Today's high-performance architectures are increasingly constrained by data movement latency and energy overhead, as the slowdown of single-core performance scaling coincides with…