3 papers
cs.AR2026
Non-uniform Memory Partitioning For Low-Power Spiking Neural Networks
Simon Richter, Darío Fernández Khatiboun, Maryam Sadeghi +2
Spiking Neural Networks (SNNs) naturally excel in processing temporally rich and sparse data. However, because of their time-stepped processing, memory access, specifically to syna…
cs.AI2025
Closed-loop control of seizure activity via real-time seizure forecasting by reservoir neuromorphic computing
Maryam Sadeghi, Darío Fernández Khatiboun, Yasser Rezaeiyan +6
Closed-loop brain stimulation holds potential as personalized treatment for drug-resistant epilepsy (DRE) but still suffers from limitations that result in highly variable efficacy…
cond-mat.mes-hall2024
Spin Hall Nano-Oscillator Empirical Electrical Model for Optimal On-chip Detector Design
Rafaella Fiorelli, Mona Rajabali, Roberto Méndez-Romero +7
As nascent nonlinear oscillators, nano-constriction spin Hall nano-oscillators (SHNOs) represent a promising potential for integration into more complicated systems such as neural…