2 papers
cs.NE2025
Task-Aware Tuning of Time Constants in Spiking Neural Networks for Multimodal Classification
Chiu-Chang Cheng, Kapil Bhardwaj, Ya-Ning Chang +2
Spiking Neural Networks (SNNs) are promising candidates for low-power edge computing in domains such as wearable sensing and time-series analysis. A key neuronal parameter, the lea…
cond-mat.mtrl-sci2025
Towards Capacitive In-Memory-computing: A perspective on the future of AI hardware
Kapil Bhardwaj, Ella Paasio, Sayani Majumdar
The quest for energy-efficient, scalable neuromorphic computing has elevated compute-in-memory (CIM) architectures to the forefront of hardware innovation. While memristive memorie…