Selected publications
K. Rocki ; D. van Essendelft ; I. Sharapov ; R. Schreiber ; M. Morrison ; V. Kibardin ; A. Portnoy ; J.F. Dietiker ; M. Syamlal ; M. James ; "Fast Stencil-Code Computation on a Wafer-Scale Processor ", Supercomputing 2020: The International Conference for High Performance Computing, Networking, Storage, and Analysis. November 9-19, 2020 (virtual); (to appear)
H. Tsai ; S. Ambrogio ; C. Mackin ; P. Narayanan ; R. M. Shelby ; K. Rocki ; A. Chen ; G. W. Burr, "Inference of Long-Short Term Memory networks at software-equivalent accuracy using 2.5M analog Phase Change Memory devices, 2019 Symposium on VLSI Technology",
K. Rocki, "Surprisal-driven Feedback in Recurrent Networks", arXiv:1608.06027
K. Rocki ; T. Kornuta ; T. Maharaj, "Surprisal-driven Zoneout", Continual Learning and Deep Networks Workshop; NIPS 2016, arXiv:1610.07675
K. Rocki, "Recurrent Memory Array Structures" arXiv:1607.03085
M. Leake, L. Xia, K. Rocki, and W. Imaino, "A probabilistic View of the Spatial Pooler in Hierarchical Temporal Memory", International Journal of Computer and Information Engineering, 2015
Kamil Rocki, "Towards Machine Intelligence", arXiv:1603.08262
M. Leake, L. Xia, K. Rocki, and W. Imaino, "Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory", Twenty-Ninth AAAI Conference (AAAI15), January 25-30, 2015, Austin Texas, USA
Kamil Rocki, Martin Burtscher, Reiji Suda, "The Future of Accelerator Programming: Abstraction, Performance or Can We Have Both?", 29th ACM Symposium On Applied Computing (ACM SAC 2014), 24-28 March 2014, Gyeongju, South Korea
Tian Xiaochen, Kamil Rocki, Reiji Suda, "Register Level Sort Algorithm on Multi-Core SIMD Processors", IA^3 Workshop on Irregular Applications: Architectures & Algorithms, The International Conference for High-Performance Computing, Networking, Storage, and Analysis (SC13), 17-22 November 2013, Denver, USA
Kamil Rocki, Reiji Suda, "High Performance GPU Accelerated Local Optimization in TSP", Third Workshop on Parallel Computing and Optimization (PCO'13) in conjunction with 27th IEEE International Parallel & Distributed Processing Symposium (IPDPS), May 20-24, 2013, Boston, USA
K. Rocki, R. Suda, "An efficient GPU implementation of a multi-start TSP solver for large problem instances", Proceedings of the 14th annual conference companion on Genetic and evolutionary computation (GECCO 2012)
Kamil Rocki, Reiji Suda, "High Performance GPU Accelerated TSP Solver" (Electronic Poster), The International Conference for High-Performance Computing, Networking, Storage, and Analysis (SC12), 10-16 November 2012, Salt Lake City, USA
Kamil Rocki, Reiji Suda, "Accelerating 2-opt and 3-opt Local Search Using GPU in the Travelling Salesman Problem", The 2012 International Conference on High Performance Computing and Simulation (HPCS 2012), 2-6 July 2012, Madrid, Spain
Kamil Rocki and Reiji Suda, "Large scale parallel Iterated Local Search for solving Traveling Salesman Problem", ACM/SIGSIM 20th High Performance Computing Symposium (HPC 2012), 26-29 March 2012, Orlando, USA
Kamil Rocki, Reiji Suda, "Parallel Monte Carlo Tree Search Scalability Discussion", 24th Australasian Joint Conference on Artificial Intelligence, 5-8 December, 2011, Perth, Australia
Kamil Rocki, Reiji Suda, "Parallel Monte Carlo Tree Search on GPU" (extended version of the IPDPS11 paper), 11th Scandinavian Conference on Artificial Intelligence Norwegian University of Science and Technology, 24-26 May, 2011, Trondheim, Norway
Kamil Rocki, "Large-Scale Parallel Monte Carlo Tree Search on GPU", PhD Forum, 25th IEEE IPDPS, 16-20 May 2011, Anchorage, USA
Kamil Rocki, Reiji Suda, "Parallel Minimax Tree Searching on GPU", PPAM 2009 Eighth International Conference on Parallel Processing and Applied Mathematics, 13-16 September 2009, Wroclaw, Poland
PhD Thesis: "Large Scale Monte Carlo Tree Search on GPU", University of Tokyo, Graduate School of Information Science and Technology, 2011
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