ParaML: A Polyvalent Multicore Accelerator for Machine Learning. - Zhou, Shengyuan; Guo, Qi; Du, Zidong; Liu, Dao-Fu; Chen, Tianshi; Li, Ling; Liu, Shaoli; Zhou, Jinhong; Temam, Olivier; Feng, Xiaobing; Zhou, Xuehai; Chen, Yunji (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

DaDianNao: A Neural Network Supercomputer. - Luo, Tao; Liu, Shaoli; Li, Ling; Wang, Yuqing; Zhang, Shijin; Chen, Tianshi; Xu, Zhiwei; Temam, Olivier; Chen, Yunji (IEEE Trans. Computers, 2017)

An Accelerator for High Efficient Vision Processing. - Du, Zidong; Liu, Shaoli; Fasthuber, Robert; Chen, Tianshi; Ienne, Paolo; Li, Ling; Luo, Tao; Guo, Qi; Feng, Xiaobing; Chen, Yunji; Temam, Olivier (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Introduction to the workshop on trends in machine learning. - Strauss, Karin; Temam, Olivier (2017)

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2017, Xi'an, China, April 8-12, 2017 (ACM, 2017)

DianNao family: energy-efficient hardware accelerators for machine learning. - Chen, Yunji; Chen, Tianshi; Xu, Zhiwei; Sun, Ninghui; Temam, Olivier (Commun. ACM, 2016)

Enabling future progress in machine-learning. - Temam, Olivier (2016)

Cluster Cache Monitor: Leveraging the Proximity Data in CMP. - Li, Guohong; Temam, Olivier; Liu, Zhenyu; Guo, Sanchuan; Wang, Dongsheng (Int. J. Parallel Program., 2015)

A High-Throughput Neural Network Accelerator. - Chen, Tianshi; Du, Zidong; Sun, Ninghui; Wang, Jia; Wu, Chengyong; Chen, Yunji; Temam, Olivier (IEEE Micro, 2015)

Alternative Computing Designs and Technologies. - Temam, Olivier; Ceze, Luis (IEEE Micro, 2015)

Practical Iterative Optimization for the Data Center. - Fang, Shuangde; Xu, Wenwen; Chen, Yang; Eeckhout, Lieven; Temam, Olivier; Chen, Yunji; Wu, Chengyong; Feng, Xiaobing (ACM Trans. Archit. Code Optim., 2015)

Statistical Performance Comparisons of Computers. - Chen, Tianshi; Guo, Qi; Temam, Olivier; Wu, Yue; Bao, Yungang; Xu, Zhiwei; Chen, Yunji (IEEE Trans. Computers, 2015)

Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators. - Du, Zidong; Lingamneni, Avinash; Chen, Yunji; Palem, Krishna V.; Temam, Olivier; Wu, Chengyong (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

A Small-Footprint Accelerator for Large-Scale Neural Networks. - Chen, Tianshi; Zhang, Shijin; Liu, Shaoli; Du, Zidong; Luo, Tao; Gao, Yuan; Liu, Junjie; Wang, Dongsheng; Wu, Chengyong; Sun, Ninghui; Chen, Yunji; Temam, Olivier (ACM Trans. Comput. Syst., 2015)

Robust Design Space Modeling. - Guo, Qi; Chen, Tianshi; Zhou, Zhi-Hua; Temam, Olivier; Li, Ling; Qian, Depei; Chen, Yunji (ACM Trans. Design Autom. Electr. Syst., 2015)

PuDianNao: A Polyvalent Machine Learning Accelerator. - Liu, Dao-Fu; Chen, Tianshi; Liu, Shaoli; Zhou, Jinhong; Zhou, Shengyuan; Temam, Olivier; Feng, Xiaobing; Zhou, Xuehai; Chen, Yunji (2015)

Retraining-based timing error mitigation for hardware neural networks. - Deng, Jiachao; Fang, Yuntan; Du, Zidong; Wang, Ying; Li, Huawei; Temam, Olivier; Ienne, Paolo; Novo, David; Li, Xiaowei; Chen, Yunji; Wu, Chengyong (2015)

Hardware Neural Networks: From Inflated Expectations to Plateau of Productivity. - Temam, Olivier (2015)

ShiDianNao: shifting vision processing closer to the sensor. - Du, Zidong; Fasthuber, Robert; Chen, Tianshi; Ienne, Paolo; Li, Ling; Luo, Tao; Feng, Xiaobing; Chen, Yunji; Temam, Olivier (2015)

Neuromorphic accelerators: a comparison between neuroscience and machine-learning approaches. - Du, Zidong; Rubin, Daniel D. Ben-Dayan; Chen, Yunji; He, Liqiang; Chen, Tianshi; Zhang, Lei; Wu, Chengyong; Temam, Olivier (2015)

Performance Portability Across Heterogeneous SoCs Using a Generalized Library-Based Approach. - Fang, Shuangde; Du, Zidong; Fang, Yuntan; Huang, Yuanjie; Chen, Yang; Eeckhout, Lieven; Temam, Olivier; Li, Huawei; Chen, Yunji; Wu, Chengyong (ACM Trans. Archit. Code Optim., 2014)

Leveraging the error resilience of machine-learning applications for designing highly energy efficient accelerators. - Du, Zidong; Palem, Krishna V.; Avinash, Lingamneni; Temam, Olivier; Chen, Yunji; Wu, Chengyong (2014)

Advanced technologies for brain-inspired computing. - Clermidy, Fabien; Héliot, Rodolphe; Valentian, Alexandre; Gamrat, Christian; Bichler, Olivier; Duranton, Marc; Belhadj, Bilel; Temam, Olivier (2014)

DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning. - Chen, Tianshi; Du, Zidong; Sun, Ninghui; Wang, Jia; Wu, Chengyong; Chen, Yunji; Temam, Olivier (2014)

The improbable but highly appropriate marriage of 3D stacking and neuromorphic accelerators. - Belhadj, Bilel; Valentian, Alexandre; Vivet, Pascal; Duranton, Marc; He, Liqiang; Temam, Olivier (2014)

A low-cost memory interface for high-throughput accelerators. - Huang, Jing; Huang, Yuanjie; Temam, Olivier; Ienne, Paolo; Chen, Yunji; Wu, Chengyong (2014)

ArchRanker: A ranking approach to design space exploration. - Chen, Tianshi; Guo, Qi; Tang, Ke; Temam, Olivier; Xu, Zhiwei; Zhou, Zhi-Hua; Chen, Yunji (2014)

DaDianNao: A Machine-Learning Supercomputer. - Chen, Yunji; Luo, Tao; Liu, Shaoli; Zhang, Shijin; He, Liqiang; Wang, Jia; Li, Ling; Chen, Tianshi; Xu, Zhiwei; Sun, Ninghui; Temam, Olivier (2014)

Hardware neural network accelerators. - Temam, Olivier (2013)

Elastic CGRAs. - Huang, Yuanjie; Ienne, Paolo; Temam, Olivier; Chen, Yunji; Wu, Chengyong (2013)

Continuous real-world inputs can open up alternative accelerator designs. - Belhadj, Bilel; Joubert, Antoine; Li, Zheng; Héliot, Rodolphe; Temam, Olivier (2013)

Cluster Cache Monitor. - Li, Guohong; Temam, Olivier; Liu, Zhenyu; Wang, Dongsheng; Guo, Sanchuan (2013)

SWAP: Parallelization through Algorithm Substitution. - Li, Hengjie; He, Wenting; Chen, Yang; Eeckhout, Lieven; Temam, Olivier; Wu, Chengyong (IEEE Micro, 2012)

Deconstructing iterative optimization. - Chen, Yang; Fang, Shuangde; Huang, Yuanjie; Eeckhout, Lieven; Fursin, Grigori; Temam, Olivier; Wu, Chengyong (ACM Trans. Archit. Code Optim., 2012)

Iterative optimization for the data center. - Chen, Yang; Fang, Shuangde; Eeckhout, Lieven; Temam, Olivier; Wu, Chengyong (2012)

Capacitance of TSVs in 3-D stacked chips a problem?: not for neuromorphic systems! - Joubert, Antoine; Duranton, Marc; Belhadj, Bilel; Temam, Olivier; Héliot, Rodolphe (2012)

Statistical performance comparisons of computers. - Chen, Tianshi; Chen, Yunji; Guo, Qi; Temam, Olivier; Wu, Yue; Hu, Weiwu (2012)

BenchNN: On the broad potential application scope of hardware neural network accelerators. - Chen, Tianshi; Chen, Yunji; Duranton, Marc; Guo, Qi; Hashmi, Atif; Lipasti, Mikko H.; Nere, Andrew; Qiu, Shi; Sebag, Michèle; Temam, Olivier (2012)

Hardware spiking neurons design: Analog or digital? - Joubert, Antoine; Belhadj, Bilel; Temam, Olivier; Héliot, Rodolphe (2012)

A defect-tolerant accelerator for emerging high-performance applications. - Temam, Olivier (2012)

Configurable conduction delay circuits for high spiking rates. - Belhadj, Bilel; Joubert, Antoine; Temam, Olivier; Héliot, Rodolphe (2012)

Milepost GCC: Machine Learning Enabled Self-tuning Compiler. - Fursin, Grigori; Kashnikov, Yuriy; Memon, Abdul Wahid; Chamski, Zbigniew; Temam, Olivier; Namolaru, Mircea; Yom-Tov, Elad; Mendelson, Bilha; Zaks, Ayal; Courtois, Eric; Bodin, François; Barnard, Phil; et al. (Int. J. Parallel Program., 2011)

Implementation of signal processing tasks on neuromorphic hardware. - Temam, Olivier; Héliot, Rodolphe (2011)

A Very Fast Simulator for Exploring the Many-Core Future. - Certner, Olivier; Li, Zheng; Raman, Arun; Temam, Olivier (2011)

Automatic abstraction and fault tolerance in cortical microachitectures. - Hashmi, Atif; Berry, Hugues; Temam, Olivier; Lipasti, Mikko H. (2011)

How sensitive is processor customization to the workload's input datasets? - Breughe, Maximilien; Li, Zheng; Chen, Yang; Eyerman, Stijn; Temam, Olivier; Wu, Chengyong; Eeckhout, Lieven (2011)

Advanced Parallel Processing Technologies - 9th International Symposium, APPT 2011, Shanghai, China, September 26-27, 2011. Proceedings (Springer, 2011)

High Performance Embedded Architectures and Compilers, 6th International Conference, HiPEAC 2011, Heraklion, Crete, Greece, January 24-26, 2011. Proceedings (ACM, 2011)

ArchExplorer for Automatic Design Space Exploration. - Desmet, Veerle; Girbal, Sylvain; Ramírez, Alex; Temam, Olivier; Vega, Augusto (IEEE Micro, 2010)

Collective optimization: A practical collaborative approach. - Fursin, Grigori; Temam, Olivier (ACM Trans. Archit. Code Optim., 2010)

Scalable hardware support for conditional parallelization. - Li, Zheng; Certner, Olivier; Duato, José; Temam, Olivier (2010)

A memory interface for multi-purpose multi-stream accelerators. - Girbal, Sylvain; Temam, Olivier; Yehia, Sami; Berry, Hugues; Li, Zheng (2010)

The rebirth of neural networks. - Temam, Olivier (2010)

ArchExplorer.org: A methodology for facilitating a fair Comparison of research ideas. - Desmet, Veerle; Girbal, Sylvain; Temam, Olivier (2010)

Evaluating iterative optimization across 1000 datasets. - Chen, Yang; Huang, Yuanjie; Eeckhout, Lieven; Fursin, Grigori; Peng, Liang; Temam, Olivier; Wu, Chengyong (2010)

Transparent sampling. - Khan, Taj Muhammad; Pérez, Daniel Gracia; Temam, Olivier (2010)

CMA: Chip multi-accelerator. - Auras, Dominik; Girbal, Sylvain; Berry, Hugues; Temam, Olivier; Yehia, Sami (2010)

Collective Optimization. - Fursin, Grigori; Temam, Olivier (2009)

Reconciling specialization and flexibility through compound circuits. - Yehia, Sami; Girbal, Sylvain; Berry, Hugues; Temam, Olivier (2009)

A Practical Approach for Reconciling High and Predictable Performance in Non-Regular Parallel Programs. - Certner, Olivier; Li, Zheng; Palatin, Pierre; Temam, Olivier; Arzel, Frederic; Drach, Nathalie (2008)

UNISIM: An Open Simulation Environment and Library for Complex Architecture Design and Collaborative Development. - August, David I.; Chang, Jonathan; Girbal, Sylvain; Pérez, Daniel Gracia; Mouchard, Gilles; Penry, David A.; Temam, Olivier; Vachharajani, Neil (IEEE Comput. Archit. Lett., 2007)

Modeling self-developing biological neural networks. - Berry, Hugues; Temam, Olivier (Neurocomputing, 2007)

High-Performance Embedded Architecture and Compilation Roadmap. - Bosschere, Koen De; Luk, Wayne; Martorell, Xavier; Navarro, Nacho; O'Boyle, Michael F. P.; Pnevmatikatos, Dionisios N.; Ramírez, Alex; Sainrat, Pascal; Seznec, André; Stenström, Per; Temam, Olivier (Trans. High Perform. Embed. Archit. Compil., 2007)

Quick and Practical Run-Time Evaluation of Multiple Program Optimizations. - Fursin, Grigori; Cohen, Albert; O'Boyle, Michael F. P.; Temam, Olivier (Trans. High Perform. Embed. Archit. Compil., 2007)

Fast compiler optimisation evaluation using code-feature based performance prediction. - Dubach, Christophe; Cavazos, John; Franke, Björn; Fursin, Grigori; O'Boyle, Michael F. P.; Temam, Olivier (2007)

Rapidly Selecting Good Compiler Optimizations using Performance Counters. - Cavazos, John; Fursin, Grigori; Agakov, Felix V.; Bonilla, Edwin V.; O'Boyle, Michael F. P.; Temam, Olivier (2007)

MiDataSets: Creating the Conditions for a More Realistic Evaluation of Iterative Optimization. - Fursin, Grigori; Cavazos, John; O'Boyle, Michael F. P.; Temam, Olivier (2007)

Semi-Automatic Composition of Loop Transformations for Deep Parallelism and Memory Hierarchies. - Girbal, Sylvain; Vasilache, Nicolas; Bastoul, Cédric; Cohen, Albert; Parello, David; Sigler, Marc; Temam, Olivier (Int. J. Parallel Program., 2006)

Load squared: Adding logic close to memory to reduce the latency of indirect loads in embedded and general systems. - Yehia, Sami; Collard, Jean-Francois; Temam, Olivier (J. Embed. Comput., 2006)

A Sampling Method Focusing on Practicality. - Pérez, Daniel Gracia; Berry, Hugues; Temam, Olivier (IEEE Micro, 2006)

Automatic performance model construction for the fast software exploration of new hardware designs. - Cavazos, John; Dubach, Christophe; Agakov, Felix V.; Bonilla, Edwin V.; O'Boyle, Michael F. P.; Fursin, Grigori; Temam, Olivier (2006)

CAPSULE: Hardware-Assisted Parallel Execution of Component-Based Programs. - Palatin, Pierre; Lhuillier, Yves; Temam, Olivier (2006)

Load squared: adding logic close to memory to reduce the latency of indirect loads with high miss ratios. - Yehia, Sami; Collard, Jean-Francois; Temam, Olivier (SIGARCH Comput. Archit. News, 2005)

A Practical Method for Quickly Evaluating Program Optimizations. - Fursin, Grigori; Cohen, Albert; O'Boyle, Michael F. P.; Temam, Olivier (2005)

Facilitating the search for compositions of program transformations. - Cohen, Albert; Sigler, Marc; Girbal, Sylvain; Temam, Olivier; Parello, David; Vasilache, Nicolas (2005)

Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems. - Berry, Hugues; Temam, Olivier (2005)

Symbiotic Processing: Toward a Better Balance Between Architecture, Compiler and User Efforts. - Lhuillier, Yves; Palatin, Pierre; Temam, Olivier (2005)

Chaos in computer performance - Berry, Hugues; Pérez, Daniel Gracia; Temam, Olivier (CoRR, 2005)

Characterizing Self-Developing Biological Neural Networks: A First Step Towards their Application To Computing Systems - Berry, Hugues; Temam, Olivier (CoRR, 2005)

A fast and accurate method for determining a lower bound on execution time. - Fursin, Grigori; O'Boyle, Michael F. P.; Temam, Olivier; Watts, G. (Concurr. Comput. Pract. Exp., 2004)

BLOB computing. - Gruau, Frédéric; Lhuillier, Yves; Reitz, Philippe; Temam, Olivier (2004)

VHC: Quickly Building an Optimizer for Complex Embedded Architectures. - Dupré, Michael; Drach, Nathalie; Temam, Olivier (2004)

A New Optimized Implemention of the SystemC Engine Using Acyclic Scheduling. - Pérez, Daniel Gracia; Mouchard, Gilles; Temam, Olivier (2004)

A Polyhedral Approach to Ease the Composition of Program Transformations. - Cohen, Albert; Girbal, Sylvain; Temam, Olivier (2004)

From Sequences of Dependent Instructions to Functions: An Approach for Improving Performance without ILP or Speculation. - Yehia, Sami; Temam, Olivier (2004)

Load squared: adding logic close to memory to reduce the latency of indirect loads with high miss ratios. - Yehia, Sami; Collard, Jean-Francois; Temam, Olivier (2004)

MicroLib: A Case for the Quantitative Comparison of Micro-Architecture Mechanisms. - Pérez, Daniel Gracia; Mouchard, Gilles; Temam, Olivier (2004)

Towards a Systematic, Pragmatic and Architecture-Aware Program Optimization Process for Complex Processors. - Parello, David; Temam, Olivier; Cohen, Albert; Verdun, Jean-Marie (2004)

Putting Polyhedral Loop Transformations to Work. - Bastoul, Cédric; Cohen, Albert; Girbal, Sylvain; Sharma, Saurabh; Temam, Olivier (2003)

DiST: a simple, reliable and scalable method to significantly reduce processor architecture simulation time. - Girbal, Sylvain; Mouchard, Gilles; Cohen, Albert; Temam, Olivier (2003)

Increasing hardware data prefetching performance using the second-level cache. - Drach, Nathalie; Béchennec, Jean-Luc; Temam, Olivier (J. Syst. Archit., 2002)

On increasing architecture awareness in program optimizations to bridge the gap between peak and sustained processor performance: matrix-multiply revisited. - Parello, David; Temam, Olivier; Verdun, Jean-Marie (2002)

Digital LC-2: from bits & gates to a little computer. - Cohen, Albert; Temam, Olivier (2002)

Load Scheduling with Profile Information. - Lindenmaier, Götz; McKinley, Kathryn S.; Temam, Olivier (2000)

An Algorithm for Optimally Exploiting Spatial and Temporal Locality in Upper Memory Levels. - Temam, Olivier (IEEE Trans. Computers, 1999)

Quantifying loop nest locality using SPEC'95 and the perfect benchmarks. - McKinley, Kathryn S.; Temam, Olivier (ACM Trans. Comput. Syst., 1999)

Investigating Optimal Local Memory Performance. - Temam, Olivier (1998)

Dataflow Analysis of Branch Mispredictions and Its Application to Early Resolution of Branch Outcomes. - Farcy, Alexandre; Temam, Olivier; Espasa, Roger; Juan, Toni (1998)

A Cache Visualization Tool. - Deijl, Eric van der; Kanbier, Gerco; Temam, Olivier; Granston, Elana D. (Computer, 1997)

Data Caches for Superscalar Processors. - Juan, Toni; Navarro, Juan J.; Temam, Olivier (1997)

A Quantitative Analysis of Loop Nest Locality. - McKinley, Kathryn S.; Temam, Olivier (1996)

Streaming Prefetch. - Temam, Olivier (1996)

Improving Single-Process Performance with Multithreaded Processors. - Farcy, Alexandre; Temam, Olivier (1996)

Software assistance for data caches. - Temam, Olivier; Drach, Nathalie (Future Gener. Comput. Syst., 1995)

Influence of Cross-Interferences on Blocked Loops: A Case Study with Matric-Vector Multiply - Fricker, Christine; Temam, Olivier; Jalby, William (ACM Trans. Program. Lang. Syst., 1995)

Software Assistance for Data Caches. - Temam, Olivier; Drach, Nathalie (1995)

Using virtual lines to enhance locality exploitation. - Temam, Olivier; Jégou, Yvon (1994)

Cache Interference Phenomena. - Temam, Olivier; Fricker, Christine; Jalby, William (1994)

Evaluating the Impact of Cache Interferences on Numerical Codes. - Temam, Olivier; Fricker, Christine; Jalby, William (1993)

Fast Enumeration of Solutions for Data Dependence Analysis and Data Locality Optimization. - Eisenbeis, Christine; Temam, Olivier; Wijshoff, Harry A. G. (1993)

Speculative Prefetching. - Jégou, Yvon; Temam, Olivier (1993)

To copy or not to copy: a compile-time technique for assessing when data copying should be used to eliminate cache conflicts. - Temam, Olivier; Granston, Elana D.; Jalby, William (1993)

Characterizing the Behavior of Sparse Algorithms on Caches. - Temam, Olivier; Jalby, William (1992)