| J. Carlstrom and T. Boden. "Synchronous Dataflow Architecture for Network Processors," IEEE Micro, vol. 24, no. 5, pp. 10-18, September/October 2004. |
| E. Nordström, J. Carlström, "A New Reward Model for MDP State Aggregation with Application to CAC and Routing", accepted for publication in European Transactions on Telecommunications, 2004. |
| P. Johansson, J. Rönnols, J. Carlström, "Autonomous Distributed Rescue Robot System", in Proceedings of the Second International Workshop on Synthetic Simulation and Robotics to Mitigate Earthquake Disaster (SRMED 2004), June 28, 2004, Lisbon, Portugal. |
| J. Carlström, G. Nordmark, J. Roos, T. Boden, L.-O. Svensson, P. Westlund, "A 40Gb/s Network Processor with PISC Dataflow Architecture", in Proceedings of the 2004 International Solid-State Circuits Conference, San Francisco, Feb. 2004. |
| J. Carlström and R. Rom, "Application-aware Admission Control and Scheduling in Web Servers", in Proceedings of IEEE Infocom 2002, New York City, June 2002. |
| J. Carlström, "Decomposition of Reinforcement Learning for Admission Control of Self-Similar Call Arrival Processes", Advances in Neural Information Processing Systems 13", T.K. Leen, T.G. Dietterich, and V. Tresp, eds., MIT Press, 2001. |
| J. Carlström, "Predictive Gain Scheduling for Control of Self-Similar Call Traffic in Broadband Networks", Technical Report 2000-008, Department of Information Technology, Uppsala University, April 2000. |
| J. Carlström and E. Nordström, "Gain scheduled Routing in Multi-Service Networks", Technical Report 2000-009, Department of Information Technology, Uppsala University, April 2000. |
| J. Carlström, "Efficient Approximation of Values in Gain scheduled Routing", Technical Report 2000-010, Department of Information Technology, Uppsala University, April 2000. |
| J. Carlström and E. Nordström, "Reinforcement Learning for Control of Self-Similar Call Traffic in Broadband Networks", Teletraffic Engineering in a Competitive World - Proceedings of the 16th International Teletraffic Congress (ITC-16)", P. Key, D. Smith (eds.), Elsevier, pp. 571-580, 1999. |
| E. Nordström and J. Carlström, "Call Admission Control and Routing for Integrated CBR/VBR and ABR/UBR Services: A Markov Decision Approach", Proceedings of the IEEE ATM Workshop '99, Kochi, Japan, May 24-27, pp. 71-76, 1999. |
| J. Carlström and E. Nordström, "Control of Self-Similar ATM Call Traffic by Reinforcement Learning", Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications 3 (IWANNT*97), Lawrence Erlbaum, pp. 54-62, 1997. |
| J. Carlström, E. Nordström, O. Gällmo and L. Asplund, "Neural Networks in ATM Connection Admission Control", Proceedings of the 1996 SNRV and NUTEK Conference on Radio Sciences and Telecommunications (RVK 96), L. Zetterberg (ed.), pp. 588-592, 1996. |
| E. Nordström, J. Carlström, O. Gällmo and L. Asplund, "Neural Networks for Adaptive Traffic Control in ATM Networks", IEEE Communications Magazine, Vol. 33, No. 10, pp. 43-49, 1995. |
| E. Nordström and J. Carlström, "A Reinforcement Learning Scheme for Adaptive Link Allocation in ATM Networks", Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications 2 (IWANNT*95), Alspector, J., Goodman, R., and Brown, T.X. (eds.), pp. 88-95, Lawrence Erlbaum, 1995. |
| O. Gällmo and J. Carlström, "Some Experiments Using Extra Output Learning to Hint Multi Layer Perceptrons", Current Trends in Connectionism - Proceedings of the 1995 Swedish Conference on Connectionism (SCC'95), M. Bodén and L. Niklasson (eds.), pp. 179-190, 1995. |
| J. Carlström, "Minimization of Quantization Errors in Digital Implementations of Multilayer Perceptrons", Current Trends in Connectionism - Proceedings of the 1995 Swedish Conference on Connectionism (SCC'95), M. Bodén and L. Niklasson (eds.), Lawrence Erlbaum, pp. 191-202, 1995. |