{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T07:01:20Z","timestamp":1729666880277,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/hpec.2019.8916533","type":"proceedings-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T07:11:36Z","timestamp":1575011496000},"page":"1-8","source":"Crossref","is-referenced-by-count":11,"title":["Artificial Neural Network and Accelerator Co-design using Evolutionary Algorithms"],"prefix":"10.1109","author":[{"given":"Philip","family":"Colangelo","sequence":"first","affiliation":[]},{"given":"Oren","family":"Segal","sequence":"additional","affiliation":[]},{"given":"Alex","family":"Speicher","sequence":"additional","affiliation":[]},{"given":"Martin","family":"Margala","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Neural architecture search: A survey","author":"elsken","year":"2018","journal-title":"arXiv preprint arXiv 1808 02194"},{"key":"ref11","first-page":"379","article-title":"Designing Neural Networks using Genetic Algorithms","volume":"89","author":"miller","year":"1989","journal-title":"ICGA"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/106365602320169811"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"},{"key":"ref14","article-title":"An OpenCL(TM) Deep Learning Accelerator on Arria 10","volume":"abs 1701 3534","author":"aydonat","year":"2017","journal-title":"CoRR"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2847263.2847276"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7471828"},{"key":"ref17","article-title":"Exploration of Low Numeric Precision Deep Learning Inference Using Intel FPGAs","volume":"abs 1806 11547","author":"colangelo","year":"2018","journal-title":"CoRR"},{"key":"ref18","article-title":"FINN: A Framework for Fast, Scalable Binarized Neural Network Inference","volume":"abs 1612 7119","author":"umuroglu","year":"2016","journal-title":"CoRR"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952679"},{"key":"ref4","first-page":"265","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"12th Symposium on Operating Systems Design and Implementation 16"},{"journal-title":"Intel Arria 10 Device Overview","year":"2018","key":"ref27"},{"key":"ref3","article-title":"Regularized evolution for image classifier architecture search","author":"real","year":"2018","journal-title":"arXiv preprint arxiv 1802 05807"},{"key":"ref6","article-title":"An analysis of deep neural network models for practical applications","author":"canziani","year":"2016","journal-title":"arXiv preprint arXiv 1605 07678"},{"journal-title":"Deep Learning with Keras","year":"2017","author":"gulli","key":"ref5"},{"key":"ref8","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2018.032271057"},{"key":"ref2","first-page":"2902","article-title":"Large-scale evolution of image classifiers","author":"real","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning-Volume 70 JMLR org"},{"journal-title":"Learning multiple layers of features from tiny images","year":"2009","author":"krizhevsky","key":"ref9"},{"key":"ref1","article-title":"Hierarchical representations for efficient architecture search","author":"liu","year":"2017","journal-title":"arXiv preprint arXiv 1711 07128"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/FPT.2017.8280155"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3186332"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3174243.3174966"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-37801-0","author":"rauber","year":"2013","journal-title":"Parallel Programming For Multicore and Cluster Systems"},{"key":"ref23","first-page":"69","article-title":"A comparative analysis of selection schemes used in genetic algorithms","volume":"1","author":"goldberg","year":"1991","journal-title":"Foundations of Genetic Algorithms"},{"key":"ref26","first-page":"256","article-title":"Systolic arrays (for VLSI)","volume":"1","author":"kung","year":"1979","journal-title":"Sparse Matrix Proceedings 1978"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30218-6_19"}],"event":{"name":"2019 IEEE High Performance Extreme Computing Conference (HPEC)","start":{"date-parts":[[2019,9,24]]},"location":"Waltham, MA, USA","end":{"date-parts":[[2019,9,26]]}},"container-title":["2019 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8910148\/8916214\/08916533.pdf?arnumber=8916533","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,23]],"date-time":"2023-09-23T09:27:30Z","timestamp":1695461250000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8916533\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/hpec.2019.8916533","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}