Neural Network Papers

(2006) 
Connectivity in the Yeast Cell Cycle Transcription Network: Inferences from Neural Networks.
Christopher Hart, Eric Mjolsness, Barbara Wold,
PLOS Computational Biology vol. 2 no. 12, December 2006.
[ Published paper, in PDF Site | Authors’ version ]

(2003)
Gene Network Models and Neural Development .
George Marnellos and Eric D. Mjolsness. In Modeling Neural Development,
edited by Arjen van Ooyen. The MIT Press, Cambridge, Massachusetts, 2003.
[ Preprint ]

(1998) 
A Lagrangian formulation of neural networks I: Theory and analog dynamics. , Eric Mjolsness and Willard L. Miranker,
Neural, Parallel and Scientific Computations vol 6 no. 3, pp. 297-336, 1998.
[Preprint: I] [Preprint: I and II combined] [ Scanned journal PDF – 13MB ]

(1998) 
A Lagrangian formulation of neural networks II: Clocked objective functions and applications. Willard L. Miranker and Eric Mjolsness,
Neural, Parallel and Scientific Computations, vol 6 no. 3, pp. 337-372, 1998.
[Preprint: II] [Preprint: I and II combined] [ Scanned journal PDF – 13MB ]

(1997) 
Symbolic Neural Networks Derived from Stochastic Grammar Domain Models.
Eric Mjolsness, in Connectionist Symbolic Integration , eds. R. Sun and F. Alexandre, Lawrence Erlbaum Associates, 1997.
[ Preprint ]

(1996) 
A Multiscale Attentional Framework for Relaxation Neural Networks.
Dimitris I. Tsioutsias and Eric Mjolsness,
Advances in Neural Information Processing Systems 8,
MIT Press, 1996.
[ Paper ]

(1994) 
Optimization dynamics for partitioned neural networks
Dimitris I. Tsioutsias and Eric Mjolsness.
International Journal of Neural Systems, December 1994.

(1993) 
Accelerating neural net dynamics by boundary layer methods
Willard L. Miranker and Eric Mjolsness,
Applied Mathematics Letters, vol 6, no 3, pp. 85-89, 1993.
[ Paper ]

(1992)   
A Center-of-Mass Computation Describes the Precision of Random Dot Displacement Discrimination. Joy Hirsch and Eric Mjolsness, Vision Research, vol 32 no 2, pp 335-346, February 1992. [Journal paper]

(1991) 
Multiscale optimization in neural networks, Eric Mjolsness, Charles Garrett, and Willard Miranker,
IEEE Transactions on Neural Networks, vol 2 no 2, March 1991.
[ Paper ]

(1990) 
Algebraic transformations of objective functions.
Eric Mjolsness and Charles Garrett, Neural Networks ,
vol 3, no 6, pp 651-669, 1990.
[ Paper ]

(1989) 
Neural Networks for Model Matching and Perceptual Organization.
Eric Mjolsness, Gene Gindi, and P. Anandan. Advances in Neural Information Processing Systems 1 , editor David S. Touretsky, Morgan- Kaufman 1989.
[ Paper ]

(1989)
Scaling, machine learning, and genetic neural nets, Eric Mjolsness, David H. Sharp, and Bradley K. Alpert.
Advances in Applied Mathematics, June 1989.
[ Paper ]