2 papers
cs.LG2025
Physics Encoded Blocks in Residual Neural Network Architectures for Digital Twin Models
Muhammad Saad Zia, Ashiq Anjum, Lu Liu +2
Physics Informed Machine Learning has emerged as a popular approach for modeling and simulation in digital twins, enabling the generation of accurate models of processes and behavi…
cs.NE2024
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks
Dylan Adams, Magda Zajaczkowska, Ashiq Anjum +2
Despite basic differences between Spiking Neural Networks (SNN) and Artificial Neural Networks (ANN), most research on SNNs involve adapting ANN-based methods for SNNs. Pruning (dr…