Sensor Networks
PulseAugur coverage of Sensor Networks — every cluster mentioning Sensor Networks across labs, papers, and developer communities, ranked by signal.
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New research explores Neuron Pursuit and Sparse Covariance Neural Networks
Two new research papers explore novel approaches to training neural networks. The first paper introduces "Neuron Pursuit," a greedy algorithm that iteratively expands networks by adding carefully chosen neurons and then…
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New adversarial attack targets GNN-based anomaly detection in sensor networks
Researchers have developed BETA, a novel indirect adversarial attack designed to compromise graph neural network (GNN) based anomaly detection systems in sensor networks. This attack method allows an adversary to pertur…
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New Kalman Filter framework models complex time-series data on cell complexes
Researchers have developed a new topology-aware state space framework for inferring latent dynamics from complex time-series data. This approach utilizes stochastic partial differential equations on cell complexes to mo…