• 2246 Citations
1981 …2020

Research output per year

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Research Output

2020

Long-term stability of cortical population dynamics underlying consistent behavior

Gallego, J. A., Perich, M. G., Chowdhury, R. H., Solla, S. A. & Miller, L. E., Feb 1 2020, In : Nature neuroscience. 23, 2, p. 260-270 11 p.

Research output: Contribution to journalArticle

9 Scopus citations

Unexpected complexity of everyday manual behaviors

Yan, Y., Goodman, J. M., Moore, D. D., Solla, S. A. & Bensmaia, S. J., Dec 1 2020, In : Nature communications. 11, 1, 3564.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations
2019

In vitro validation of in silico identified inhibitory interactions

Liu, H., Bridges, D., Randall, C., Solla, S. A., Wu, B., Hansma, P., Yan, X., Kosik, K. S. & Bouchard, K., Jun 1 2019, In : Journal of Neuroscience Methods. 321, p. 39-48 10 p.

Research output: Contribution to journalArticle

Neural networks for modeling neural spiking in S1 cortex

Lucas, A., Tomlinson, T., Rohani, N., Chowdhury, R., Solla, S. A., Katsaggelos, A. K. & Miller, L. E., Jan 24 2019, In : Frontiers in Systems Neuroscience. 13, 13.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

The dynamics of motor learning through the formation of internal models

Pierella, C., Casadio, M., Mussa-Ivaldi, F. A. & Solla, S. A., 2019, In : PLoS computational biology. 15, 12, e1007118.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations
2018

Cortical population activity within a preserved neural manifold underlies multiple motor behaviors

Gallego, J. A., Perich, M. G., Naufel, S. N., Ethier, C., Solla, S. A. & Miller, L. E., Dec 1 2018, In : Nature communications. 9, 1, 4233.

Research output: Contribution to journalArticle

27 Scopus citations
2017

Neural Manifolds for the Control of Movement

Gallego, J. A., Perich, M. G., Miller, L. E. & Solla, S. A., Jun 7 2017, In : Neuron. 94, 5, p. 978-984 7 p.

Research output: Contribution to journalReview article

56 Scopus citations
2016

Adaptive neuron-to-EMG decoder training for FES neuroprostheses

Ethier, C., Acuna, D., Solla, S. A. & Miller, L. E., Jun 1 2016, In : Journal of Neural Engineering. 13, 4, 046009.

Research output: Contribution to journalArticle

6 Scopus citations

Decoupling kinematics and mechanics reveals coding properties of trigeminal ganglion neurons in the rat vibrissal system

Bush, N. E., Schroeder, C. L., Hobbs, J. A., Yang, A. E. T., Huet, L. A., Solla, S. A. & Hartmann, M. J. Z., Jun 27 2016, In : eLife. 5, e13969.

Research output: Contribution to journalArticle

23 Scopus citations

Long-term stability of motor cortical activity: Implications for brain machine interfaces and optimal feedback control

Flint, R. D., Scheid, M. R., Wright, Z. A., Solla, S. A. & Slutzky, M. W., Mar 23 2016, In : Journal of Neuroscience. 36, 12, p. 3623-3632 10 p.

Research output: Contribution to journalArticle

36 Scopus citations

Whisking mechanics and active sensing

Bush, N. E., Solla, S. A. & Hartmann, M. JZ., Oct 1 2016, In : Current opinion in neurobiology. 40, p. 178-188 11 p.

Research output: Contribution to journalReview article

9 Scopus citations
2013

Multi-electrode stimulation in somatosensory cortex increases probability of detection

Zaaimi, B., Ruiz-Torres, R., Solla, S. A. & Miller, L. E., Oct 2013, In : Journal of Neural Engineering. 10, 5, 056013.

Research output: Contribution to journalArticle

28 Scopus citations
2010

Evolutionary expansion and specialization of the PDZ domains

Sakarya, O., Conaco, C., Eǧecioǧlu, Ö., Solla, S. A., Oakley, T. H. & Kosik, K. S., May 1 2010, In : Molecular biology and evolution. 27, 5, p. 1058-1069 12 p.

Research output: Contribution to journalArticle

27 Scopus citations

Rewiring neural interactions by micro-stimulation

Rebesco, J. M., Stevenson, I. H., Körding, K. P., Solla, S. A. & Miller, L. E., 2010, In : Frontiers in Systems Neuroscience. 4, 39.

Research output: Contribution to journalArticle

63 Scopus citations

Rewiring neural interactions by micro-stimulation

Rebesco, J. M., Stevenson, I. H., Körding, K. P., Solla, S. A. & Miller, L. E., Dec 1 2010, In : Frontiers in Systems Neuroscience. 4, 39.

Research output: Contribution to journalArticle

2009

Toward a biomimetic, bidirectional, brain machine interface

Fagg, A. H., Hatsopoulos, N. G., London, B. M., Reimer, J., Solla, S. A., Wang, D. & Miller, L. E., Jan 1 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 3376-3380 5 p. 5332819. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Toward the restoration of hand use to a paralyzed monkey: Brain-controlled functional electrical stimulation of forearm muscles

Pohlmeyer, E. A., Oby, E. R., Perreault, E. J., Solla, S. A., Kilgore, K. L., Kirsch, R. F. & Miller, L. E., Jun 15 2009, In : PloS one. 4, 6, e5924.

Research output: Contribution to journalArticle

105 Scopus citations
2008

Models of Motor Control

Mussa-Ivaldi, F. A. & Solla, S. A., 2008, The Cambridge Handbook of Computational Psychology. Sun, R. (ed.). New York: Cambridge University Press, p. 635-664

Research output: Chapter in Book/Report/Conference proceedingChapter

Top-down laminar organization of the excitatory network in motor cortex

Weiler, N., Wood, L., Yu, J., Solla, S. A. & Shepherd, G. M. G., Mar 1 2008, In : Nature Neuroscience. 11, 3, p. 360-366 7 p.

Research output: Contribution to journalArticle

182 Scopus citations
2007

Amplification in the auditory periphery: The effect of coupling tuning mechanisms

Montgomery, K. A., Silber, M. & Solla, S. A., May 30 2007, In : Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 75, 5, 051924.

Research output: Contribution to journalArticle

8 Scopus citations

Biomimetic brain machine interfaces for the control of movement

Fagg, A. H., Hatsopoulos, N. G., De Lafuente, V., Moxon, K. A., Nemati, S., Rebesco, J. M., Romo, R., Solla, S. A., Reimer, J., Tkach, D., Pohlmeyer, E. A. & Miller, L. E., Oct 31 2007, In : Journal of Neuroscience. 27, 44, p. 11842-11846 5 p.

Research output: Contribution to journalArticle

50 Scopus citations

Multiple attractors, long chaotic transients, and failure in small-world networks of excitable neurons

Riecke, H., Roxin, A., Madruga, S. & Solla, S. A., Jan 1 2007, In : Chaos. 17, 2, 026110.

Research output: Contribution to journalArticle

50 Scopus citations

Prediction of upper limb muscle activity from motor cortical discharge during reaching

Pohlmeyer, E. A., Solla, S. A., Perreault, E. J. & Miller, L. E., Dec 1 2007, In : Journal of Neural Engineering. 4, 4, p. 369-379 11 p.

Research output: Contribution to journalArticle

85 Scopus citations
2006

Dopamine modulation in the basal ganglia locks the gate to working memory

Gruber, A. J., Dayan, P., Gutkin, B. S. & Solla, S. A., Apr 2006, In : Journal of Computational Neuroscience. 20, 2, p. 153-166 14 p.

Research output: Contribution to journalArticle

135 Scopus citations

How do neurons look at the world?

Solla, S. A., Apr 2006, In : PLoS biology. 4, 4, p. 491-493 3 p.

Research output: Contribution to journalShort survey

4 Scopus citations

Identification of multiple-input systems with highly coupled inputs: Application to EMG prediction from multiple intracortical electrodes

Westwick, D. T., Pohlmeyer, E. A., Solla, S. A., Miller, L. E. & Perreault, E. J., Feb 2006, In : Neural Computation. 18, 2, p. 329-355 27 p.

Research output: Contribution to journalArticle

54 Scopus citations
2005

Optimal input selection for MISO systems identification: Applications to BMIs

Perreault, E., Westwick, D. T., Pohlmeyer, E. A., Solla, S. A. & Miller, L. E., Dec 1 2005, p. 167-170. 4 p.

Research output: Contribution to conferencePaper

4 Scopus citations
2004

Dopamine Modulation in a Basal Ganglio-Cortical Network Implements Saliency-Based Gating of Working Memory

Gruber, A. J., Dayan, P., Gutkin, B. S. & Solla, S. A., 2004, Advances in Neural Information Processing Systems, Vol. 16. Thrun, S., Saul, L. & Schölkopf, B. (eds.). Cambridge: MIT Press, p. 1271-1278

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Neural primitives for motion control

Mussa-Ivaldi, F. A. & Solla, S. A., Jul 1 2004, In : IEEE Journal of Oceanic Engineering. 29, 3, p. 640-650 11 p.

Research output: Contribution to journalArticle

65 Scopus citations

Self-sustained activity in a small-world network of excitable neurons

Roxin, A., Riecke, H. & Solla, S. A., May 14 2004, In : Physical review letters. 92, 19, 1 p.

Research output: Contribution to journalArticle

207 Scopus citations
2003

Dopamine Induced Bistability Enhances Signal Processing in Spiny Neurons

Gruber, A. J., Solla, S. A. & Houk, C. J., 2003, Advances in Neural Information Processing, Vol. 15. Becker, S., Thrun, S. & Obermeyer, K. (eds.). Cambridge: MIT Press, p. 165-172

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Modulation of striatal single units by expected reward: A spiny neuron model displaying dopamine-induced bistability

Gruber, A. J., Solla, S. A., Surmeier, D. J. & Houk, J. C., Aug 1 2003, In : Journal of neurophysiology. 90, 2, p. 1095-1114 20 p.

Research output: Contribution to journalArticle

75 Scopus citations
3 Scopus citations
2000
56 Scopus citations
1999

Optimal online learning: A Bayesian approach

Solla, S. A. & Winther, O., Jan 1 1999, In : Computer Physics Communications. 121, p. 94-97 4 p.

Research output: Contribution to journalConference article

3 Scopus citations
1998

Multi-locus nonparametric linkage analysis of complex trait loci with neural networks

Lucek, P., Hanke, J., Reich, J., Solla, S. A. & Ott, J., Sep 1998, In : Human Heredity. 48, 5, p. 275-284 10 p.

Research output: Contribution to journalArticle

57 Scopus citations
1997

Learning with noise and regularizers in multilayer neural networks

Saad, D. & Solla, S. A., Jan 1 1997, Advances in Neural Information Processing Systems 9 - Proceedings of the 1996 Conference, NIPS 1996. Neural information processing systems foundation, p. 260-266 7 p. (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Universal distribution of saliencies for pruning in layered neural networks.

Gorodkin, J., Hansen, L. K., Lautrup, B. & Solla, S. A., 1997, In : International journal of neural systems. 8, 5-6, p. 489-498 10 p.

Research output: Contribution to journalArticle

6 Scopus citations
1995

Exact solution for on-line learning in multilayer neural networks

Saad, D. & Solla, S. A., Jan 1 1995, In : Physical Review Letters. 74, 21, p. 4337-4340 4 p.

Research output: Contribution to journalArticle

107 Scopus citations

On-line learning in soft committee machines

Saad, D. & Solla, S. A., Jan 1 1995, In : Physical Review E. 52, 4, p. 4225-4243 19 p.

Research output: Contribution to journalArticle

126 Scopus citations

Supervised learning from clustered input examples.

Maeangi, C., Biehl, M. & Solla, S. A., Apr 10 1995, In : EPL. 30, 2, p. 117-122 6 p.

Research output: Contribution to journalArticle

7 Scopus citations

Supervised learning from clustered input examples.

Marangi, C., Biehl, M. & Solla, S. A., May 1 1995, In : EPL. 30, 4, 1 p.

Research output: Contribution to journalArticle

1992

Capacity control in linear classifiers for pattern recognition

Guyon, I., Vapnik, V., Boser, B., Bottou, L. & Solla, S. A., Jan 1 1992, Conference B: Pattern Recognition Methodology and Systems. Institute of Electrical and Electronics Engineers Inc., p. 385-388 4 p. 201798. (Proceedings - International Conference on Pattern Recognition; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Learning in linear neural networks: The validity of the annealed approximation

Solla, S. A. & Levin, E., Jan 1 1992, In : Physical Review A. 46, 4, p. 2124-2130 7 p.

Research output: Contribution to journalArticle

6 Scopus citations
1991

Eigenvalues of covariance matrices: Application to neural-network learning

Cun, Y. L., Kanter, I. & Solla, S. A., Jan 1 1991, In : Physical review letters. 66, 18, p. 2396-2399 4 p.

Research output: Contribution to journalArticle

59 Scopus citations
1990

A Statistical Approach to Learning and Generalization in Layered Neural Networks

Levin, E., Tishby, N. & Solla, S. A., Oct 1990, In : Proceedings of the IEEE. 78, 10, p. 1568-1574 7 p.

Research output: Contribution to journalArticle

128 Scopus citations

Hardware requirements for neural-net optical character recognition

Jackel, L. D., Boser, B., Denker, J. S., Graf, H. P., Le Cun, Y., Guyon, I., Henderson, D., Howard, R. E., Hubbard, W. & Solla, S. A., Dec 1 1990, IJCNN. International Joint Conference on Neural Networks. Publ by IEEE, p. 855-861 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations
1989

A statistical approach to learning and generalization in layered neural networks

Levin, E., Tishby, N. & Solla, S. A., Dec 1 1989, Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989. Association for Computing Machinery, Inc, p. 245-260 16 p. (Proceedings of the 2nd Annual Workshop on Computational Learning Theory, COLT 1989).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Consistent inference of probabilities in layered networks: Predictions and generalization

Tishby, N., Levin, E. & Solla, S. A., Dec 1 1989, IJCNN Int Jt Conf Neural Network. Anon (ed.). Publ by IEEE, p. 403-409 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

62 Scopus citations
1988

Learning contiguity with layered neural networks

Solla, S. A., Jan 1 1988, In : Neural Networks. 1, 1 SUPPL, 1 p.

Research output: Contribution to journalConference article