📰 ISCA 2016 — accepted papers

ISCA 2016 is the 2016 edition of the ACM/IEEE International Symposium on Computer Architecture (ISCA). OpenAlex lists 64 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. EIE: Efficient Inference Engine on Compressed Deep Neural NetworkSong Han, Xingyu Liu, Huizi Mao et al.1,048 citations · our summary
2. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars ↗Ali Reza Shafiee, Anirban Nag, Naveen Muralimanohar et al.742 citations
3. PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory ↗Ping Chi, Shuangchen Li, Cong Xu et al.573 citations
4. Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks ↗Yu‐Hsin Chen, Joel Emer, Vivienne Sze534 citations
5. Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators ↗Brandon Reagen, Paul N. Whatmough, Robert Adolf et al.246 citations
6. Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing ↗Jorge Albericio, Patrick Judd, Tayler Hetherington et al.226 citations
7. Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory ↗Duck-Hwan Kim, Jaeha Kung, Sek Meng Chai et al.171 citations
8. Cambricon: An Instruction Set Architecture for Neural Networks ↗Shaoli Liu, Zidong Du, Jinhua Tao et al.121 citations
9. Energy Efficient Architecture for Graph Analytics Accelerators ↗Muhammet Mustafa Özdal, Şerif Yeşil, Taemin Kim et al.111 citations
10. Back to the Future: Leveraging Belady's Algorithm for Improved Cache Replacement ↗Akanksha Jain, Calvin Lin106 citations

All accepted papers (64)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. EIE: Efficient Inference Engine on Compressed Deep Neural NetworkSong Han, Xingyu Liu, Huizi Mao et al.1,048 citations · our summary
2. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars ↗Ali Reza Shafiee, Anirban Nag, Naveen Muralimanohar et al.742 citations
3. PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory ↗Ping Chi, Shuangchen Li, Cong Xu et al.573 citations
4. Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks ↗Yu‐Hsin Chen, Joel Emer, Vivienne Sze534 citations
5. Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators ↗Brandon Reagen, Paul N. Whatmough, Robert Adolf et al.246 citations
6. Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing ↗Jorge Albericio, Patrick Judd, Tayler Hetherington et al.226 citations
7. Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory ↗Duck-Hwan Kim, Jaeha Kung, Sek Meng Chai et al.171 citations
8. Cambricon: An Instruction Set Architecture for Neural Networks ↗Shaoli Liu, Zidong Du, Jinhua Tao et al.121 citations
9. Energy Efficient Architecture for Graph Analytics Accelerators ↗Muhammet Mustafa Özdal, Şerif Yeşil, Taemin Kim et al.111 citations
10. Back to the Future: Leveraging Belady's Algorithm for Improved Cache Replacement ↗Akanksha Jain, Calvin Lin106 citations
11. Biscuit: A Framework for Near-Data Processing of Big Data Workloads ↗Boncheol Gu, Andre Sungho Yoon, Duck‐Ho Bae et al.103 citations
12. Bit-Plane Compression: Transforming Data for Better Compression in Many-Core Architectures ↗Jungrae Kim, Michael B. Sullivan, Esha Choukse et al.77 citations
13. Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems ↗Kevin Hsieh, Eiman Ebrahim, Gwangsun Kim et al.77 citations
14. Accelerating Dependent Cache Misses with an Enhanced Memory Controller ↗Milad Hashemi, Khubaib Khubaib, Eiman Ebrahimi et al.70 citations
15. ASIC Clouds: Specializing the Datacenter ↗Ikuo Magaki, Moein Khazraee, Luis Vega et al.69 citations
16. Automatic Generation of Efficient Accelerators for Reconfigurable Hardware ↗David Koeplinger, Raghu Prabhakar, Yaqi Zhang et al.69 citations
17. RedEye: Analog ConvNet Image Sensor Architecture for Continuous Mobile Vision ↗Robert LiKamWa, Yunhui Hou, Yuan Gao et al.61 citations
18. Dynamo: Facebook's Data Center-Wide Power Management System ↗Qiang Wu, Qingyuan Deng, Lakshmi Ganesh et al.60 citations
19. Warped-Slicer: Efficient Intra-SM Slicing through Dynamic Resource Partitioning for GPU Multiprogramming ↗Qiumin Xu, Hyeran Jeon, Keun‐Soo Kim et al.54 citations
20. Agile Paging: Exceeding the Best of Nested and Shadow Paging ↗Jayneel Gandhi, Mark D. Hill, Michael M. Swift43 citations
21. Using Multiple Input, Multiple Output Formal Control to Maximize Resource Efficiency in Architectures ↗Raghavendra Pradyumna Pothukuchi, Amin Ansari, Petros G. Voulgaris et al.41 citations
22. Treadmill: Attributing the Source of Tail Latency through Precise Load Testing and Statistical Inference ↗Yunqi Zhang, David Meisner, Jason Mars et al.40 citations
23. ARM Virtualization: Performance and Architectural Implications ↗Christoffer Dall, Shih-Wei Li, Jin T. E. Lim et al.36 citations
24. Exploiting Dynamic Timing Slack for Energy Efficiency in Ultra-Low-Power Embedded Systems ↗Hari Cherupalli, Rakesh Kumar, John Sartori36 citations
25. Virtual Thread: Maximizing Thread-Level Parallelism beyond GPU Scheduling Limit ↗Myung Kuk Yoon, Keun‐Soo Kim, Sangpil Lee et al.36 citations

See all 64 papers in ISCA 2016 — accepted papers →

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. EIE: Efficient Inference Engine on Compressed Deep Neural NetworkACM/IEEE International Symposium on Computer Architecture (ISCA)Song Han, Xingyu Liu, Huizi Mao, et al.2016 · 1,193 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🪶Efficient models & compression (1)

📚 Fields

🖥️Computer Science (1)⚙️Engineering (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢Nvidia (United Kingdom)Reading · United Kingdom1 work here🏢NvidiaSanta Clara · United States1 work here🎓Stanford UniversityStanford · United States1 work here

works and citations from OpenAlex and our library.

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