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

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 inform...

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Bibliographic Details

Published in:	2024 International Conference on Neuromorphic Systems (ICONS) pp. 16 - 23
Main Authors:	Ke, Yuzhen, Utkovski, Zoran, Heshmati, Mehdi, Simeone, Osvaldo, Dommel, Johannes, Stanczak, Slawomir
Format:	Conference Proceeding
Language:	English
Published:	IEEE 30.07.2024
Subjects:	Computer architecture Computers directed information bottleneck edge intelligence Hardware Neuromorphics Performance evaluation Robot sensing systems semantic communications Semantics Servers spiking neural networks Wireless communication Wireless sensor networks
Online Access:	Get full text
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