Neuromorphic Wireless Device-Edge Co-Inference via the Directed Information Bottleneck

arXiv:2404.01804v1 Announce Type: new
Abstract: An important use case of next-generation wireless systems is device-edge co-inference, where a semantic task is partitioned between a device and an edge server. The device carries out data collection and partial processing of the data, while the remote server completes the given task based on information received from the device. It is often required that processing and communication be run as efficiently as possible at the device, while more computing resources are available at …

abstract arxiv case collection cs.it cs.lg cs.ne data data collection edge inference information math.it neuromorphic next processing semantic server systems type via wireless