Increasing ising machine capacity with multi-chip architectures

Author:

Sharma Anshujit1,Afoakwa Richard1,Ignjatovic Zeljko1,Huang Michael1

Affiliation:

1. University of Rochester

Publisher

ACM

Reference58 articles.

1. Martín Abadi , Ashish Agarwal , Paul Barham , Eugene Brevdo , Zhifeng Chen , Craig Citro , Gregory S. Corrado , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Ian J. Goodfellow , Andrew Harp , Geoffrey Irving , Michael Isard , Yangqing Jia , Rafal Józefowicz , Lukasz Kaiser , Manjunath Kudlur , Josh Levenberg , Dan Mané , Rajat Monga , Sherry Moore , Derek Gordon Murray , Chris Olah , Mike Schuster , Jonathon Shlens , Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda B. Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. CoRR abs/1603.04467 (2016). arXiv:1603.04467 http://arxiv.org/abs/1603.04467 Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian J. Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Józefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Gordon Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda B. Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. CoRR abs/1603.04467 (2016). arXiv:1603.04467 http://arxiv.org/abs/1603.04467

2. David H Ackley , Geoffrey E Hinton , and Terrence J Sejnowski . 1985. A learning algorithm for Boltzmann machines. Cognitive science 9, 1 ( 1985 ), 147--169. David H Ackley, Geoffrey E Hinton, and Terrence J Sejnowski. 1985. A learning algorithm for Boltzmann machines. Cognitive science 9, 1 (1985), 147--169.

3. BRIM: Bistable Resistively-Coupled Ising Machine

4. Dan Alistarh , Jerry Li , Ryota Tomioka , and Milan Vojnovic . 2016 . QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent. CoRR abs/1610.02132 (2016). arXiv:1610.02132 http://arxiv.org/abs/1610.02132 Dan Alistarh, Jerry Li, Ryota Tomioka, and Milan Vojnovic. 2016. QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent. CoRR abs/1610.02132 (2016). arXiv:1610.02132 http://arxiv.org/abs/1610.02132

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1. ReAIM: A ReRAM-based Adaptive Ising Machine for Solving Combinatorial Optimization Problems;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

2. Design Framework for Ising Machines with Bistable Latch-Based Spins and All-to-All Resistive Coupling;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

3. SACHI: A Stationarity-Aware, All-Digital, Near-Memory, Ising Architecture;2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA);2024-03-02

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