Browse by Aston Author

2017

Rocchi, Jacopo; Saad, David and Yeung, Chi Ho (2017). Self-sustained clusters as drivers of computational hardness in p-spin models. Physical Review B, 96 (2),

Rocchi, Jacopo; Tsui, Enoch Yan Lok and Saad, David (2017). Emerging interdependence between stock values during financial crashes. PLoS ONE, 12 (5),

Li, Bo and Saad, David (2017). Chimera-like states in structured heterogeneous networks. Chaos, 27 (4),

Harrison, Elizabeth; Saad, David and Wong, K.Y. Michael (2017). Optimal load shedding in electricity grids with renewable sources via message passing. Energy Procedia, 107 , pp. 101-108.

2016

Harrison, Elizabeth; Saad, David and Wong, K.Y. Michael (2016). Message passing for distributed optimisation of power allocation with renewable resources. IN: The proceedings of the 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG). IEEE.

Harrison, Elizabeth; Saad, David and Wong, K. Y. Michael (2016). Optimal distribution in smart grids with volatile renewable sources using a message passing algorithm. International Journal of Smart Grid and Clean Energy ,

2014

Saad, David; Yeung, Chi Ho; Rodolakis, Georgios; Syrivelis, Dimitris; Koutsopoulos, Iordanis; Tassiulas, Leandros; Urbanke, Rüdiger; Giaccone, Paolo and Leonardi, Emilio (2014). Physics-inspired methods for networking and communications. IEEE Communications Magazine, 52 (11), pp. 144-151.

Mahmoudi, Hamed and Saad, David (2014). Generalized mean field approximation for parallel dynamics of the Ising model. Journal of Statistical Mechanics, 2014 (7),

Alamino, Roberto C.; Neirotti, Juan P. and Saad, David (2014). Compression by replication. Physical Review E, 89 (3),

2013

Yeung, Chi H. and Saad, David (2013). Self-sustained clusters and ergodicity breaking in spin models. Physical Review E, 88 (3),

Yeung, Chi H.; Saad, David and Wong, K.Y. Michael (2013). From the physics of interacting polymers to optimizing routes on the London Underground. Proceedings of the National Academy of Sciences, 110 (34), pp. 13717-13722.

C. Alamino, Roberto; P. Neirotti, Juan and Saad, David (2013). Replication-based inference algorithms for hard computational problems. Physical Review E, 88 (1),

Alamino, Roberto C.; Chattopadhyay, Amit and Saad, David (2013). Interacting nonequilibrium systems with two temperatures. Physical Review E, 87 (5),

Yeung, Chi H. and Saad, David (2013). Networking - a statistical physics perspective. Journal of Physics A: Mathematical and Theoretical, 46 (10),

2012

Mozeika, Alexander and Saad, David (2012). Phase transitions and memory effects in the dynamics of Boolean networks. Philosophical Magazine, 92 (1-3), pp. 210-229.

2011

Reichardt, Jörg; Alamino, Roberto C. and Saad, David (2011). The interplay between microscopic and mesoscopic structures in complex networks. PLoS ONE, 6 (8),

2010

Mozeika, Alexander; Saad, David and Raymond, Jack (2010). Noisy random Boolean formulae:a statistical physics perspective. Physical Review E, 82 (041112),

2009

Mozeika, Alexander; Saad, David and Raymond, Jack (2009). Computing with noise: phase transitions in Boolean formulas. Physical Review Letters, 103 (24), p. 248701.

Raymond, Jack and Saad, David (2009). Equilibrium properties of disordered spin models with two-scale interactions. Physical Review E, 80 (3), 031138.

2008

Mallard, Etienne and Saad, David (2008). Inference by belief propagation in composite systems. Physical Review E, 78 (2), 021107.

Wong, K.Y. Michael and Saad, David (2008). Minimizing unsatisfaction in colourful neighbourhoods. Journal of Physics A: Mathematical and General, 41 (32), p. 324023.

Alamino, Roberto C. and Saad, David (2008). Typical kernel size and number of sparse random matrices over Galois fields: a statistical physics approach. Physical Review E, 77 (6), pp. 1-12.

Wong, K.Y. Michael; Saad, David and Yeung, C.H. (2008). Network optimisation - A statistical physics perspective. IN: Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. IEEE.

Alamino, Roberto C. and Saad, David (2008). Typical performance of generalised vector channels. IN: Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. IEEE.

2007

Alamino, Roberto C. and Saad, David (2007). Typical behavior of relays in communication channels. Physical Review E, 76 (6), pp. 1-8.

Alamino, Roberto C. and Saad, David (2007). Statistical mechanics analysis of LDPC coding in MIMO Gaussian channels. Journal of Physics A: Mathematical and Theoretical, 40 (41), pp. 12259-12279.

Wong, K.Y. Michael and Saad, David (2007). Inference and optimization of real edges on sparse graphs:A statistical physics perspective. Physical Review E, 76 (1), 011115.

2006

Wong, K.Y. Michael; Yeung, C.H. and Saad, David (2006). Message-passing for inference and optimization of real variables on sparse graphs. IN: Neural information processing. King, Irwin; Wang, Jun; Chan, Lai-Wan and Wang, DeLiang (eds) Lecture notes in computer science . Berlin (DE): Springer.

Bounkong, Stéphane; Toch, Borémi and Saad, David (2006). Optimal embedding for watermarking in discrete data spaces. IN: Information hiding. Barni, Mauro; Herrera-Joancomartí, Jordi; Katzenbeisser, Stefan and Pérez-González, Fernando (eds) Lecture notes in computer science . Berlin (DE): Springer.

2005

Neirotti, Juan. P. and Saad, David (2005). Bayesian inference in densely connected networks applied to CDMA. IN: European Conference on Complex Systems 2005. 2005-11-14 - 2005-11-18.

Saad, David; Skantzos, Nikos S. and Kabashima, Yoshiyuki (2005). Security and reliability of LPDC based public-key cryptosystems. Progress of Theoretical Physics Supplement, 157 , pp. 229-236.

2003

Bounkong, Stephane; Toch, Boremi; Saad, David and Lowe, David (2003). ICA for watermarking digital images. Journal of Machine Learning Research, 4 (7-8), pp. 1471-1498.

Tanaka, Toshiyuki and Saad, David (2003). Typical performance of regular low-density parity-check codes over general symmetric channels. Journal of Physics A: Mathematical and General, 36 (43), pp. 11143-11157.

Skantzos, Nikos; van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2003). Average and reliability error exponents in low-density parity-check codes. Journal of Physics A: Mathematical and General, 36 (43), pp. 11131-11141.

Bounkong, Stéphane; Saad, David and Lowe, David (2003). Quantisation effects and watermarking capacity. IN: Seventh International Symposium on Communications Theory and Applications. 2003-07-01 - 2003-07-01.

Skantzos, Nikos S.; van Mourik, Jort and Saad, David (2003). Magnetization enumerator for real-valued symmetric channels in Gallager error-correcting codes. Physical Review E, 67 (3),

2002

van Mourik, Jort and Saad, David (2002). Random graph coloring:Statistical physics approach. Physical Review E, 66 (5), pp. 1-15.

van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2002). Critical noise levels for low-density parity check decoding. Physical Review E, 66 (2),

Tanaka, Toshiyuki and Saad, David (2002). Typical performance of low-density parity-check codes over general symmetric channels. Working Paper. Aston University.

Bounkong, Stephane; Saad, David and Lowe, David (2002). Independent component analysis for domain independent watermarking. IN: Artificial Neural Networks — ICANN 2002. Dorronso, Jose R. (ed.) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2415 . Berlin: Springer.

Bounkong, Stephane; Saad, David and Lowe, David (2002). ICA based steganography. IN: Second IMA International Conference on Mathematics in Communications. 2002-01-01 - 2002-01-01.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki (2002). Low density parity check codes: a statistical physics perspective. IN: Advances in electronics and electron physics. Hawkes, Peter W. (ed.) Advances in Imaging and Electron Physics, 125 . Elsevier.

2001

van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2001). Weight vs. Magnetization enumerator for Gallager codes. IN: Cryptography and coding: Prooceeding of the8th IMA International Conference. Honary, Bahram (ed.) Lecture Notes in Computer Science, 2260 . Springer.

Nakamura, Kazutaka; Kabashima, Yoshiyuki and Saad, David (2001). Statistical mechanics of low-density parity check error-correcting codes over Galois fields. Europhysics Letters, 56 (4), pp. 610-616.

Xiong, Yuan-Sheng and Saad, David (2001). Noise, regularizers, and unrealizable scenarios in online learning from restricted training sets. Physical Review E, 64 (1), pp. 1-18.

Kabashima, Yoshiyuki and Saad, David (2001). The TAP approach to intensive and extensive connectivity systems. IN: Advanced mean field methods: Theory and practice. Opper, Manfred and Saad, David (eds) Neural Information Processing . Cambridge, US: MIT.

Saad, David; Kabashima, Yoshiyuki; Murayama, Tatsuto and Vicente, Renato (2001). Statistical physics of low density parity check error correcting codes. IN: Cryptography and Coding. Honary, B. (ed.) Lecture Notes in Computer Science, 2260 . Berlin / Heidelberg: Springer.

Kabashima, Yoshiyuki; Sazuka, Naoya; Nakamura, Kazutaka and Saad, David (2001). Tighter decoding reliability bound for Gallager's error-correcting code. Physical Review E, 64 (4), pp. 1-4.

2000

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki (2000). Statistical physics of irregular low-density parity-check codes. Journal of Physics A: Mathematical and General, 33 (37), pp. 6527-6542.

Kanter, Ido and Saad, David (2000). Finite-size effects and error-free communication in Gaussian channels. Journal of Physics A: Mathematical and General, 33 (8), pp. 1675-1681.

Saad, David (2000). Final Report on EPSRC Research Grant GR/L52093. Project Report. Aston University, Birmingham, UK.

1999

Scarpetta, Silvia and Saad, David (1999). On-line learning of unrealizable tasks. Physical Review E, 60 (5), pp. 5902-5911.

Kabashima, Yoshiyuki and Saad, David (1999). Simple Gallager codes for BSC. IN: Proceedings of the international workshop on soft computing in industry '99. IEEE.

Saad, David (1999). Final report on EPSRC research grant GR/L19232. Project Report. Aston University, Aston University, Birmingham B4 7ET, UK.

1997

Rattray, Magnus and Saad, David (1997). Globally optimal on-line learning rules for multi-layer neural networks. Journal of Physics A: Mathematical and General, 30 (22), L771-L776.

Freeman, Jason and Saad, David (1997). On-line learning in radial basis functions networks. Neural Computation, 9 (7), pp. 1601-1622.

Saad, David and Rattray, Magnus (1997). Globally optimal parameters for on-line learning in multilayer neural networks. Physical Review Letters, 79 (13), pp. 2578-2581.

West, Ansgar H. L. and Saad, David (1997). Threshold-induced phase transitions in perceptrons. Journal of Physics A: Mathematical and General, 30 (10), pp. 3471-3496.

1996

Saad, David (1996). General gaussian priors for improved generalisation. Neural Networks, 9 (6), pp. 937-945.

Barber, David; Saad, David and Sollich, Peter (1996). Finite-size effects in on-line learning of multilayer neural networks. Europhysics Letters, 34 (2), pp. 151-156.

West, Ansgar H L and Saad, David (1996). Adaptive back-propagation in on-line learning of multilayer networks. IN: Proceedings of the neural information processing systems. Touretzky, David S; Mozer, Michael C and Hasselmo, Michael E. (eds) Boston: MIT.

Saad, David and Solla, Sara A. (1996). Learning with noise and regularizers in multilayer neural networks. Advances in Neural Information Processing Systems, 9 , pp. 260-266.