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20222026
most citedThe Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data

1 citations · 1 across the 5 of their papers we have counts for

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cs.NE2026

All On-Board: Fully On-Chip Neuromorphic Q-Learning with Embedded CartPole Simulation

Steven C. Nesbit, Giovanni T. Michel, Gerd J. Kunde +2

As AI models grow in size and usage, their energy demands increase dramatically, raising sustainability and economic concerns. Neuromorphic hardware, inspired by the energy efficie…

cs.NE2026

Low-Power, Neuromorphic, Acoustic Anomaly Detection for Persistent Machine Monitoring

Steven C. Nesbit, Victor M. Vergara, Michael A. Felix +4

Persistent acoustic monitoring can detect machine faults without physical contact, but always-on inference is constrained by power, latency, and deployment complexity. We demonstra…