-
2
-
-
84949926132
-
Robust anchorperson detection based on audio streams using a hybrid I-vector and DNN system
-
Yun-Fan Chang, P. Lin, Shao-Hua Cheng, Kai-Hsuan Chan, Yi-Chong Zeng, Chia-Wei Liao, Wen-Tsung Chang, Yu-Chiang Wang, and Yu Tsao. Robust anchorperson detection based on audio streams using a hybrid I-vector and DNN system. In Proceedings of the 2014 Annual Summit and Conference on Asia-Pacific Signal and Information Processing Association, 2014.
-
(2014)
Proceedings of the 2014 Annual Summit and Conference on Asia-Pacific Signal and Information Processing Association
-
-
Chang, Y.1
Lin, P.2
Cheng, S.3
Chan, K.4
Zeng, Y.5
Liao, C.6
Chang, W.7
Wang, Y.8
Tsao, Y.9
-
3
-
-
84897780584
-
Diannao: A small-footprint high-throughput accelerator for ubiquitous machine-learning
-
Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, and Olivier Temam. DianNao: A Small-footprint High-throughput Accelerator for Ubiquitous Machine-learning. In Proceedings of the 19th International Conference on Architectural Support for Programming Languages and Operating Systems, 2014.
-
(2014)
Proceedings of the 19th International Conference on Architectural Support for Programming Languages and Operating Systems
-
-
Chen, T.1
Du, Z.2
Sun, N.3
Wang, J.4
Wu, C.5
Chen, Y.6
Temam, O.7
-
4
-
-
84933037461
-
A high-throughput neural network accelerator
-
Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, and Olivier Temam. A High-Throughput Neural Network Accelerator. IEEE Micro, 2015.
-
(2015)
IEEE Micro
-
-
Chen, T.1
Du, Z.2
Sun, N.3
Wang, J.4
Wu, C.5
Chen, Y.6
Temam, O.7
-
5
-
-
84988406311
-
Dadiannao: A machine-learning supercomputer
-
Yunji Chen, Tao Luo, Shaoli Liu, Shijin Zhang, Liqiang He, Jia Wang, Ling Li, Tianshi Chen, Zhiwei Xu, Ninghui Sun, and Olivier Temam. DaDianNao: A Machine-Learning Supercomputer. In Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014.
-
(2014)
Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture
-
-
Chen, Y.1
Luo, T.2
Liu, S.3
Zhang, S.4
He, L.5
Wang, J.6
Li, L.7
Chen, T.8
Xu, Z.9
Sun, N.10
Temam, O.11
-
6
-
-
84988345727
-
A novel processing-inmemory architecture for neural network computation in rerambased main memory
-
Ping Chi, Shuangchen Li, Cong Xu, Tao Zhang, Jishen Zhao, Yongpan Liu, Yu Wang, and Yuan Xie. A Novel Processing-inmemory Architecture for Neural Network Computation in ReRAMbased Main Memory. In Proceedings of the 43rd International Symposium on Computer Architecture (ISCA), 2016.
-
(2016)
Proceedings of the 43rd International Symposium on Computer Architecture (ISCA)
-
-
Chi, P.1
Li, S.2
Xu, C.3
Zhang, T.4
Zhao, J.5
Liu, Y.6
Wang, Y.7
Xie, Y.8
-
7
-
-
84897484337
-
Deep learning with cots hpc systems
-
A. Coates, B. Huval, T. Wang, D. J. Wu, and A. Y. Ng. Deep learning with cots hpc systems. In Proceedings of the 30th International Conference on Machine Learning, 2013.
-
(2013)
Proceedings of the 30th International Conference on Machine Learning
-
-
Coates, A.1
Huval, B.2
Wang, T.3
Wu, D.J.4
Ng, A.Y.5
-
10
-
-
34547253173
-
Neural network stream processing core (NnSP) for embedded systems
-
H. Esmaeilzadeh, P. Saeedi, B.N. Araabi, C. Lucas, and Sied Mehdi Fakhraie. Neural network stream processing core (NnSP) for embedded systems. In Proceedings of the 2006 IEEE International Symposium on Circuits and Systems, 2006.
-
(2006)
Proceedings of the 2006 IEEE International Symposium on Circuits and Systems
-
-
Esmaeilzadeh, H.1
Saeedi, P.2
Araabi, B.N.3
Lucas, C.4
Mehdi Fakhraie, S.5
-
12
-
-
80054919955
-
NeuFlow: A runtime reconfigurable dataflow processor for vision
-
C. Farabet, B. Martini, B. Corda, P. Akselrod, E. Culurciello, and Y. LeCun. NeuFlow: A runtime reconfigurable dataflow processor for vision. In Proceedings of the 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2011.
-
(2011)
Proceedings of the 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
-
-
Farabet, C.1
Martini, B.2
Corda, B.3
Akselrod, P.4
Culurciello, E.5
LeCun, Y.6
-
14
-
-
84908529622
-
A 240 g-ops/s mobile coprocessor for deep neural networks
-
V. Gokhale, Jonghoon Jin, A. Dundar, B. Martini, and E. Culurciello. A 240 G-ops/s Mobile Coprocessor for Deep Neural Networks. In IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2014.
-
(2014)
IEEE Conference on Computer Vision and Pattern Recognition Workshops
-
-
Gokhale, V.1
Jin, J.2
Dundar, A.3
Martini, B.4
Culurciello, E.5
-
17
-
-
84889566627
-
Learning deep structured semantic models for web search using clickthrough data
-
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck. Learning Deep Structured Semantic Models for Web Search Using Clickthrough Data. In Proceedings of the 22Nd ACM International Conference on Conference on Information Knowledge Management, 2013.
-
(2013)
Proceedings of the 22Nd ACM International Conference on Conference on Information Knowledge Management
-
-
Huang, P.1
He, X.2
Gao, J.3
Deng, L.4
Acero, A.5
Heck, L.6
-
18
-
-
84988353856
-
-
AVX-512
-
INTEL. AVX-512. https://software.intel.com/en-us/blogs/2013/avx-512-instructions.
-
-
-
-
19
-
-
84988449224
-
-
MKL
-
INTEL. MKL. https://software.intel.com/en-us/intel-mkl.
-
-
-
-
20
-
-
0000442791
-
Generalization of back-propagation to recurrent neural networks
-
Pineda Fernando J. Generalization of back-propagation to recurrent neural networks. Phys. Rev. Lett., 1987.
-
(1987)
Phys. Rev. Lett.
-
-
Pineda Fernando, J.1
-
24
-
-
0013375588
-
On hardware for computing exponential and trigonometric functions
-
V. Kantabutra. On hardware for computing exponential and trigonometric functions. Computers, IEEE Transactions on, 1996.
-
(1996)
Computers, IEEE Transactions on
-
-
Kantabutra, V.1
-
26
-
-
34547967782
-
An empirical evaluation of deep architectures on problems with many factors of variation
-
Hugo Larochelle, Dumitru Erhan, Aaron Courville, James Bergstra, and Yoshua Bengio. An Empirical Evaluation of Deep Architectures on Problems with Many Factors of Variation. In Proceedings of the 24th International Conference on Machine Learning, 2007.
-
(2007)
Proceedings of the 24th International Conference on Machine Learning
-
-
Larochelle, H.1
Erhan, D.2
Courville, A.3
Bergstra, J.4
Bengio, Y.5
-
29
-
-
84939194962
-
Pudiannao: A polyvalent machine learning accelerator
-
Daofu Liu, Tianshi Chen, Shaoli Liu, Jinhong Zhou, Shengyuan Zhou, Olivier Teman, Xiaobing Feng, Xuehai Zhou, and Yunji Chen. PuDianNao: A Polyvalent Machine Learning Accelerator. In Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015.
-
(2015)
Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems
-
-
Liu, D.1
Chen, T.2
Liu, S.3
Zhou, J.4
Zhou, S.5
Teman, O.6
Feng, X.7
Zhou, X.8
Chen, Y.9
-
30
-
-
84863551827
-
Accelerating neuromorphic vision algorithms for recognition
-
Maashri, A.A. and DeBole, M. and Cotter, M. and Chandramoorthy, N. and Yang Xiao and Narayanan, V. and Chakrabarti, C. Accelerating neuromorphic vision algorithms for recognition. In Proceedings of the 49th ACM/EDAC/IEEE Design Automation Conference, 2012.
-
(2012)
Proceedings of the 49th ACM/EDAC/IEEE Design Automation Conference
-
-
Maashri, A.A.1
DeBole, M.2
Cotter, M.3
Chandramoorthy, N.4
Xiao, Y.5
Narayanan, V.6
Chakrabarti, C.7
-
32
-
-
84905915006
-
A million spiling-neuron interated circuit with a scalable communication network and interface
-
Paul A Merolla, John V Arthur, Rodrigo Alvarez-icaza, Andrew S Cassidy, Jun Sawada, Filipp Akopyan, Bryan L Jackson, Nabil Imam, Chen Guo, Yutaka Nakamura, Bernard Brezzo, Ivan Vo, Steven K Esser, Rathinakumar Appuswamy, Brian Taba, Arnon Amir, Myron D Flickner, William P Risk, Rajit Manohar, and Dharmendra S Modha. A million spiling-neuron interated circuit with a scalable communication network and interface. Science, 2014.
-
(2014)
Science
-
-
Merolla, P.A.1
Arthur, J.V.2
Alvarez-Icaza, R.3
Cassidy, A.S.4
Sawada, J.5
Akopyan, F.6
Jackson, B.L.7
Imam, N.8
Guo, C.9
Nakamura, Y.10
Brezzo, B.11
Vo, I.12
Esser, S.K.13
Appuswamy, R.14
Taba, B.15
Amir, A.16
Flickner, M.D.17
Risk, W.P.18
Manohar, R.19
Modha, D.S.20
more..
-
33
-
-
84924051598
-
Human-level control through deep reinforcement learning
-
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, and Demis Hassabis. Human-level control through deep reinforcement learning. In Nature, 2015.
-
(2015)
Nature
-
-
Mnih, V.1
Kavukcuoglu, K.2
Silver, D.3
Rusu, A.A.4
Veness, J.5
Bellemare, M.G.6
Graves, A.7
Riedmiller, M.8
Fidjeland, A.K.9
Ostrovski, G.10
Petersen, S.11
Beattie, C.12
Sadik, A.13
Antonoglou, I.14
King, H.15
Kumaran, D.16
Wierstra, D.17
Legg, S.18
Hassabis, D.19
-
34
-
-
0033284459
-
Control of the NASA Langley 16-foot transonic tunnel with the self-organizing map
-
M.A. Motter. Control of the NASA Langley 16-foot transonic tunnel with the self-organizing map. In Proceedings of the 1999 American Control Conference, 1999.
-
(1999)
Proceedings of the 1999 American Control Conference
-
-
Motter, M.A.1
-
35
-
-
84988320849
-
-
CUBLAS
-
NVIDIA. CUBLAS. https://developer.nvidia.com/cublas.
-
-
-
-
39
-
-
84874125782
-
An efficient learning procedure for deep boltzmann machines
-
R Salakhutdinov and G Hinton. An Efficient Learning Procedure for Deep Boltzmann Machines. Neural Computation, 2012.
-
(2012)
Neural Computation
-
-
Salakhutdinov, R.1
Hinton, G.2
-
40
-
-
71049121470
-
A massively parallel coprocessor for convolutional neural networks
-
M. Sankaradas, V. Jakkula, S. Cadambi, S. Chakradhar, I. Durdanovic, E. Cosatto, and H.P. Graf. A Massively Parallel Coprocessor for Convolutional Neural Networks. In Proceedings of the 20th IEEE International Conference on Application-specific Systems, Architectures and Processors, 2009.
-
(2009)
Proceedings of the 20th IEEE International Conference on Application-specific Systems, Architectures and Processors
-
-
Sankaradas, M.1
Jakkula, V.2
Cadambi, S.3
Chakradhar, S.4
Durdanovic, I.5
Cosatto, E.6
Graf, H.P.7
-
41
-
-
84898070747
-
Application of deep belief networks for natural language understanding
-
R. Sarikaya, G.E. Hinton, and A. Deoras. Application of Deep Belief Networks for Natural Language Understanding. Audio, Speech, and Language Processing, IEEE/ACM Transactions on, 2014.
-
(2014)
Audio, Speech, and Language Processing, IEEE/ACM Transactions on
-
-
Sarikaya, R.1
Hinton, G.E.2
Deoras, A.3
-
43
-
-
84964983441
-
-
In arXiv: 1409.4842
-
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich. Going Deeper with Convolutions. In arXiv: 1409.4842, 2014.
-
(2014)
Going Deeper with Convolutions
-
-
Szegedy, C.1
Liu, W.2
Jia, Y.3
Sermanet, P.4
Reed, S.5
Anguelov, D.6
Erhan, D.7
Vanhoucke, V.8
Rabinovich, A.9
-
46
-
-
84955490700
-
Energy efficient rram spiking neural network for real time classification
-
Yu Wang, Tianqi Tang, Lixue Xia, Boxun Li, Peng Gu, Huazhong Yang, Hai Li, and Yuan Xie. Energy Efficient RRAM Spiking Neural Network for Real Time Classification. In Proceedings of the 25th Edition on Great Lakes Symposium on VLSI, 2015.
-
(2015)
Proceedings of the 25th Edition on Great Lakes Symposium on VLSI
-
-
Wang, Y.1
Tang, T.2
Xia, L.3
Li, B.4
Gu, P.5
Yang, H.6
Li, H.7
Xie, Y.8
-
47
-
-
84934298890
-
Overcoming the challenges of cross-point resistive memory architectures
-
Cong Xu, Dimin Niu, Naveen Muralimanohar, Rajeev Balasubramonian, Tao Zhang, Shimeng Yu, and Yuan Xie. Overcoming the Challenges of Cross-Point Resistive Memory Architectures. In Proceedings of the 21st International Symposium on High Performance Computer Architecture, 2015.
-
(2015)
Proceedings of the 21st International Symposium on High Performance Computer Architecture
-
-
Xu, C.1
Niu, D.2
Muralimanohar, N.3
Balasubramonian, R.4
Zhang, T.5
Yu, S.6
Xie, Y.7
-
48
-
-
84866145485
-
Improved SOM based data mining of seasonal flu in mainland China
-
Tao Xu, Jieping Zhou, Jianhua Gong, Wenyi Sun, Liqun Fang, and Yanli Li. Improved SOM based data mining of seasonal flu in mainland China. In Proceedings of the 2012 Eighth International Conference on Natural Computation, 2012.
-
(2012)
Proceedings of the 2012 Eighth International Conference on Natural Computation
-
-
Xu, T.1
Zhou, J.2
Gong, J.3
Sun, W.4
Fang, L.5
Li, Y.6
|