CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator

Domain-specific neural network accelerators have seen growing interest in recent years due to their improved energy efficiency and performance compared to CPUs and GPUs. In this paper, we propose a novel cross-layer optimized neural network accelerator called CrossLight that leverages silicon photon...

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Veröffentlicht in:	2021 58th ACM/IEEE Design Automation Conference (DAC) S. 1069 - 1074
Hauptverfasser:	Sunny, Febin, Mirza, Asif, Nikdast, Mahdi, Pasricha, Sudeep
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 05.12.2021
Schlagworte:	Crosstalk deep learning Neural networks Performance evaluation Power lasers Silicon photonics Thermal engineering Throughput
Online-Zugang:	Volltext
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