Joel Emer

1. Efficient Processing of Deep Neural Networks: A Tutorial and Survey
   2017/03/27 by Vivienne Sze, Yu‐Hsin Chen, Yu-Hsin Chen +6 · 3 voices · 91 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #cs.CV
2. Efficient Processing of Deep Neural Networks: A Tutorial and Survey
   2017/11/20 by Vivienne Sze, Yu-Hsin Chen, Yu‐Hsin Chen +3 · 269 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial intelligence #Artificial neural network #Benchmarking #Computer architecture #Computer engineering #Computer science #Deep neural networks #Efficient energy use #Ferroelectric and Negative Capacitance Devices #Field (mathematics) #Implementation #Key (lock) #Machine learning #Robot #Robotics #Software deployment #Software engineering
3. SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
   2017/05/23 by Angshuman Parashar, Minsoo Rhu, Parashar, Angshuman +15 · 26 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Digital Media Forensic Detection #Image Processing Techniques and Applications #cs.AR #cs.LG #cs.NE
4. Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling
   2022/05/12 by Yannan Nellie Wu, Wu, Yannan Nellie, Po-An Tsai +7 · 11 citations
   Computer Science · Mathematics · #Advanced Data Storage Technologies #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
5. High performance cache replacement using re-reference interval prediction (RRIP)
   2010/06/19 by Aamer Jaleel, Kevin B. Theobald, Simon C. Steely +1 · 3 citations
   Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Advanced Memory and Neural Computing
6. Freely scalable and reconfigurable optical hardware for deep learning
   2020/06/24 by Liane Bernstein, Alexander Sludds, Bernstein, Liane +9 · 1 voice · 1 citation
   Computer Science · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #cs.ET
7. Eyeriss
   2016/06/18 by Yu-Hsin Chen, Joel Emer, Vivienne Sze · 2 citations
8. The EDGE Language: Extended General Einsums for Graph Algorithms
   2024/04/17 by Toluwanimi O. Odemuyiwa, Odemuyiwa, Toluwanimi O., Serban D. Porumbescu +10 · 6 citations
   Computer Science · #Algorithm #Artificial intelligence #Computer science #Distributed and Parallel Computing Systems #Enhanced Data Rates for GSM Evolution #Graph #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #Theoretical computer science #cs.DS #cs.PL
9. The Continuous Tensor Abstraction: Where Indices are Real
   2024/07/01 by Jaeyeon Won, Won, Jaeyeon, Willow Ahrens +8 · 1 voice · 1 citation
   Computer Science · Mathematics · #Computational Physics and Python Applications #FOS: Computer and information sciences #Programming Languages (cs.PL) #Tensor decomposition and applications #cs.PL
10. There’s plenty of room at the Top: What will drive computer performance after Moore’s law?
    2020/06/04 by Charles E. Leiserson, Neil Thompson, Joel Emer +4 · 2 citations
    Computer Science · #Optimization and Search Problems #Computability, Logic, AI Algorithms #Advanced Data Storage Technologies
11. Hardware for Machine Learning: Challenges and Opportunities
    2016/12/22 by Vivienne Sze, Yu-Hsin Chen, Joel Emer +2 · 1 voice
    Computer Science · #cs.CV
12. Penetrating Shields: A Systematic Analysis of Memory Corruption Mitigations in the Spectre Era
    2023/09/08 by Weon Taek Na, Na, Weon Taek, Joel Emer +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #C.2.0 #Cryptography and Security (cs.CR) #D.4.6 #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #K.6.5 #Security and Verification in Computing
13. Adaptive insertion policies for high performance caching
    2007/06/09 by Moinuddin K. Qureshi, Aamer Jaleel, Yale N. Patt +2 · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Distributed systems and fault tolerance
14. Tarantula: a vector extension to the alpha architecture
    2003/06/25 by Roger Espasa, Federico Ardanaz, Joel Emer +8 · 1 citation
    Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Low-power high-performance VLSI design #Advanced Data Storage Technologies