{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,16]],"date-time":"2025-12-16T12:21:32Z","timestamp":1765887692573},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2015,5,12]],"date-time":"2015-05-12T00:00:00Z","timestamp":1431388800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Process Lett"],"published-print":{"date-parts":[[2016,4]]},"DOI":"10.1007\/s11063-015-9430-9","type":"journal-article","created":{"date-parts":[[2015,5,11]],"date-time":"2015-05-11T10:29:16Z","timestamp":1431340156000},"page":"445-458","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":31,"title":["Stacked Autoencoders Using Low-Power Accelerated Architectures for Object Recognition in Autonomous Systems"],"prefix":"10.1007","volume":"43","author":[{"given":"Joao","family":"Maria","sequence":"first","affiliation":[]},{"given":"Joao","family":"Amaro","sequence":"additional","affiliation":[]},{"given":"Gabriel","family":"Falcao","sequence":"additional","affiliation":[]},{"given":"Lu\u00eds A.","family":"Alexandre","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,5,12]]},"reference":[{"key":"9430_CR1","unstructured":"Altera: Stratix V FPGA Overview. http:\/\/www.altera.com\/devices\/fpga\/stratix-fpgas\/stratix-v\/overview\/stxv-overview.html"},{"key":"9430_CR2","unstructured":"Altera: Altera SDK for OpenCL: Optimization Guide (2013) http:\/\/www.altera.com\/literature\/hb\/opencl-sdk\/aocl_optimization_guide.pdf"},{"key":"9430_CR3","unstructured":"Altera: design tools: VHDL (2013) http:\/\/www.altera.com\/support\/examples\/vhdl\/vhdl.html"},{"key":"9430_CR4","unstructured":"Altera: SDK for OpenCL (2014) http:\/\/www.altera.com\/products\/software\/opencl\/opencl-index.html"},{"issue":"1","key":"9430_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/2200000006","volume":"2","author":"Y Bengio","year":"2009","unstructured":"Bengio Y (2009) Learning deep architectures for ai. Foundations and trends $$\\textregistered $$ \u00ae . Mach Learn 2(1):1\u2013127","journal-title":"Mach Learn"},{"key":"9430_CR6","first-page":"153","volume":"19","author":"Y Bengio","year":"2007","unstructured":"Bengio Y, Lamblin P, Popovici D, Larochelle H et al (2007) Greedy layer-wise training of deep networks. Adv Neural Inf Process Syst 19:153","journal-title":"Adv Neural Inf Process Syst"},{"key":"9430_CR7","doi-asserted-by":"crossref","unstructured":"Ciresan DC, Meier U, Schmidhuber J (2012) Multi-column deep neural networks for image classification. In: IEEE conference on computer vision and pattern recognition (CVPR), Providence, pp 3642\u20133649","DOI":"10.1109\/CVPR.2012.6248110"},{"key":"9430_CR8","unstructured":"Dundar A, Jin J, Gokhale V, Martini B, Culurciello E (2013) Accelerating deep neural networks on mobile processor with embedded programmable logic. In: Neural information processing systems conference (NIPS)"},{"issue":"4","key":"9430_CR9","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1109\/MSP.2012.2192212","volume":"29","author":"G Falcao","year":"2012","unstructured":"Falcao G, Silva V, Sousa L, Andrade J (2012) Portable ldpc decoding on multicores using opencl (applications corner). IEE Signal Process Mag 29(4):81\u2013109. doi: 10.1109\/MSP.2012.2192212","journal-title":"IEE Signal Process Mag"},{"key":"9430_CR10","doi-asserted-by":"crossref","unstructured":"Farabet C, Martini B, Akselrod P, Talay S, LeCun Y, Culurciello E (2010) Hardware accelerated convolutional neural networks for synthetic vision systems. In: IEEE international symposium on circuits and systems (ISCAS), pp 257\u2013260","DOI":"10.1109\/ISCAS.2010.5537908"},{"key":"9430_CR11","unstructured":"Gong Y, Jia Y, Leung T, Toshev A, Ioffe S (2013) Deep convolutional ranking for multilabel image annotation. CoRR abs\/1312.4894"},{"key":"9430_CR12","unstructured":"Goodfellow IJ, Bulatov Y, Ibarz J, Arnoud S, Shet V (2013) Multi-digit number recognition from street view imagery using deep convolutional neural networks. CoRR abs\/1312.6082"},{"key":"9430_CR13","unstructured":"Group K (2012) The OpenCL specification Version 1.2. https:\/\/www.khronos.org\/registry\/cl\/specs\/opencl-1.2.pdf"},{"issue":"2","key":"9430_CR14","first-page":"7","volume":"37","author":"N Hardavellas","year":"2011","unstructured":"Hardavellas N (2011) The rise and fall of dark silicon. USENIX 37(2):7\u201317","journal-title":"USENIX"},{"issue":"6","key":"9430_CR15","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1109\/MSP.2012.2205597","volume":"29","author":"G Hinton","year":"2012","unstructured":"Hinton G, Deng L, Dahl GE, Mohamed A, Jaitly N, Senior A, Vanhoucke V, Nguyen P, Sainath T, Kingsbury B (2012) Deep neural networks for acoustic modeling in speech recognition. IEEE Signal Process Mag 29(6):82\u201397","journal-title":"IEEE Signal Process Mag"},{"key":"9430_CR16","unstructured":"Kaggle: Public Leaderboard: CIFAR-10: Object Recognition in Images (2013) http:\/\/www.kaggle.com\/c\/cifar-10\/leaderboard"},{"key":"9430_CR17","unstructured":"Krizhevsky A (2009) Learning multiple layers of features from tiny images. Tech. rep"},{"key":"9430_CR18","unstructured":"Krizhevsky A, Nair V, Hinton G CIFAR-10 Dataset. http:\/\/www.cs.toronto.edu\/kriz\/cifar.html"},{"key":"9430_CR19","unstructured":"Krizhevsky A, Sutskever I, Hinton G (2012) ImageNet classification with deep convolutional neural networks. In: Advances in neural information processing systems 25 (NIPS\u20192012)"},{"key":"9430_CR20","unstructured":"Nallantech: PCIe-385N - Altera Stratix V D5 (2012) http:\/\/www.nallatech.com\/PCI-Express-FPGA-Cards\/pcie-385n-altera-stratix-v-fpga-computing-card.html"},{"issue":"6","key":"9430_CR21","doi-asserted-by":"crossref","first-page":"1311","DOI":"10.1016\/j.patcog.2004.01.013","volume":"37","author":"KS Oh","year":"2004","unstructured":"Oh KS, Jung K (2004) Gpu implementation of neural networks. Pattern Recognit 37(6):1311\u20131314","journal-title":"Pattern Recognit"},{"issue":"2","key":"9430_CR22","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1145\/2656207","volume":"14","author":"M Owaida","year":"2015","unstructured":"Owaida M, Falcao G, Andrade J, Antonopoulos C, Bellas N, Purnaprajna M, Novo D, Karakonstantis G, Burg A, Lenne P (2015) Enhancing design space exploration by extending CPU\/GPU specifications onto FPGAs. ACM Trans Embed Comput Syst 14(2):33","journal-title":"ACM Trans Embed Comput Syst"},{"key":"9430_CR23","unstructured":"Qualcomm: Snapdragon 800 (2013). http:\/\/www.qualcomm.com\/snapdragon\/processors\/800"},{"key":"9430_CR24","unstructured":"Qualcomm: Snapdragon 800 DragonBoard (2013). http:\/\/mydragonboard.org\/db8074\/"},{"key":"9430_CR25","doi-asserted-by":"crossref","unstructured":"Wang G, Xiong Y, Yun J, Cavallaro JR (2013) Accelerating computer vision algorithms using opencl framework on the mobile GPU: a case study. In: IEEE international conference on acoustics, speech and signal processing (ICASSP)","DOI":"10.1109\/ICASSP.2013.6638132"}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-015-9430-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11063-015-9430-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-015-9430-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T04:34:10Z","timestamp":1559363650000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11063-015-9430-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,5,12]]},"references-count":25,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,4]]}},"alternative-id":["9430"],"URL":"https:\/\/doi.org\/10.1007\/s11063-015-9430-9","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"value":"1370-4621","type":"print"},{"value":"1573-773X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,5,12]]}}}