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Nicholas D. Lane
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Publications
- 2017
- [j12]Petko Georgiev, Sourav Bhattacharya, Nicholas D. Lane, Cecilia Mascolo:
Low-resource Multi-task Audio Sensing for Mobile and Embedded Devices via Shared Deep Neural Network Representations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 50:1-50:19 (2017) - [j10]Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur, Petko Georgiev, Claudio Forlivesi, Fahim Kawsar:
Squeezing Deep Learning into Mobile and Embedded Devices. IEEE Pervasive Comput. 16(3): 82-88 (2017) - [c64]Petko Georgiev, Nicholas D. Lane, Cecilia Mascolo, David Chu:
Accelerating Mobile Audio Sensing Algorithms through On-Chip GPU Offloading. MobiSys 2017: 306-318 - 2016
- [c58]Nicholas D. Lane, Sourav Bhattacharya, Petko Georgiev, Claudio Forlivesi, Lei Jiao, Lorena Qendro, Fahim Kawsar:
DeepX: A Software Accelerator for Low-Power Deep Learning Inference on Mobile Devices. IPSN 2016: 23:1-23:12 - [c57]Nicholas D. Lane, Sourav Bhattacharya, Petko Georgiev, Claudio Forlivesi, Fahim Kawsar:
Demonstration Abstract: Accelerating Embedded Deep Learning Using DeepX. IPSN 2016: 61:1-61:2 - [c55]Petko Georgiev, Nicholas D. Lane, Kiran K. Rachuri, Cecilia Mascolo:
LEO: scheduling sensor inference algorithms across heterogeneous mobile processors and network resources. MobiCom 2016: 320-333 - [c52]Nicholas D. Lane, Sourav Bhattacharya, Petko Georgiev, Claudio Forlivesi, Fahim Kawsar:
Demo: Accelerated Deep Learning Inference for Embedded and Wearable Devices using DeepX. MobiSys (Companion Volume) 2016: 109 - 2015
- [c47]Nicholas D. Lane, Petko Georgiev, Lorena Qendro:
DeepEar: robust smartphone audio sensing in unconstrained acoustic environments using deep learning. UbiComp 2015: 283-294 - [c42]Nicholas D. Lane, Petko Georgiev, Cecilia Mascolo, Ying Gao:
ZOE: A Cloud-less Dialog-enabled Continuous Sensing Wearable Exploiting Heterogeneous Computation. MobiSys 2015: 273-286 - [c41]Nicholas D. Lane, Sourav Bhattacharya, Petko Georgiev, Claudio Forlivesi, Fahim Kawsar:
An Early Resource Characterization of Deep Learning on Wearables, Smartphones and Internet-of-Things Devices. IoT-App@SenSys 2015: 7-12 - [c40]Nicholas D. Lane, Petko Georgiev:
Can Deep Learning Revolutionize Mobile Sensing? HotMobile 2015: 117-122 - 2014
- [c36]Petko Georgiev, Nicholas D. Lane, Kiran K. Rachuri, Cecilia Mascolo:
DSP.Ear: leveraging co-processor support for continuous audio sensing on smartphones. SenSys 2014: 295-309 - [i1]Petko Georgiev, Nicholas D. Lane, Kiran K. Rachuri, Cecilia Mascolo:
DSP.Ear: Leveraging Co-Processor Support for Continuous Audio Sensing on Smartphones. CoRR abs/1409.3206 (2014)
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