Sebastian Musslick

P

ublications

Journal Articles

2018

Shenhav, A., Straccia, M.,  Musslick, S.,  Cohen J. D., Botvinick M.M. (2018). Dissociable neural mechanisms track evidence accumulation for selection of attention versus action. Nature Communications, 9(1), 2485.
Lieder, F., Shenhav, A., Musslick, S., Griffiths, T. L. (2018). Rational metareasoning and the plasticity of cognitive control. PLOS Computational Biology,14(4), 1-27.

2017

Shenhav A., Musslick S., Lieder F., Kool W., Griffiths T. L., Cohen J. D., Botvinick M. M. (2017). Toward a rational and mechanistic account of mental effort. Annual Review of Neuroscience. 40:99-124

Conference Articles

2018

Musslick S., Jang J. S., Shvartsman M., Shenhav A., Cohen J. D. (2018). Constraints associated with cognitive control and the stability-flexibility dilemma. Proceedings of the 40th Annual Meeting of the Cognitive Science Society. [Contributed Talk]
Musslick S., Cohen, J. D., Shenhav A. (2017). Estimating the costs of cognitive control: theoretical validation and potential pitfalls. Proceedings of the 40th Annual Meeting of the Cognitive Science Society. [Contributed Talk]
Sagiv Y., Musslick S., Niv Y., Cohen J. D. (2018). Efficiency of learning vs. processing: Towards a normative theory of multitasking. Proceedings of the 40th Annual Meeting of the Cognitive Science Society. [Contributed Talk]

2017

Alon, N., Reichman, D., Shinkar, I., Wagner, T., Musslick, S., Cohen, D., Griffiths, T., Dey, B., Özcimder, K. (2017). A Graph-Theoretic Approach to Multitasking. Advances in Neural Information Processing System. Long Beach, 2097-2106​ [Contributed Talk]
Musslick S., Saxe A., Özcimder K., Dey B., Henselman G., Cohen J. D. (2017). Multitasking capability versus learning efficiency in neural network architectures. Proceedings of the 39th Annual Meeting of the Cognitive Science Society. London, pp. 829-34 ​[Contributed Talk]
Özcimder K., Dey B., Musslick S., Petri G., Ahmed N. K., Willke T., Cohen J. D. (2017). A formal approach to modeling the cost of cognitive control. Proceedings of the 39th Annual Meeting of the Cognitive Science Society. London, pp. 895–900​ [Contributed Talk]​​
Bustamante L., Lieder F., Musslick S., Shenhav A., Cohen J.D. (2017). Learning to (mis)allocate control: maltransfer can lead to self-control failure. Reinforcement Learning and Descision Making Conference 2017. [Poster]

2016

Musslick S., Dey B., Özcimder K., Patwary M., Willke T. L., Cohen J. D. (2016). Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures. Proceedings of the 38th Annual Meeting of the Cognitive Science Society. Philadelphia, pp. 1547–52 [Contributed Talk]

2015

Musslick S., Shenhav A., Botvinick M.M., Cohen J.D. (2015). A computational model of control allocation based on the Expected Value of Control. Reinforcement Learning and Descision Making Conference. [Poster, spotlight presentation]

Workshop Contributions

2017

Cherkaev, A., Musslick S., Cohen, J. D., Srikumar, V., Flatt, M. (2017). SweetPea: A Language for Designing Experiments. The 45th Symposium on Principles of Programming Languages (POPL). [Contributed Talk]

2016

Musslick S., Dey B., Özcimder K., Patwary M., Willke T. L., Cohen J. D. (2016). Parallel processing capability versus efficiency of representation in neural networks. 15th Neural Computation and Psychology Workshop. [Contributed Talk]

2015

Musslick S., Cohen J.D. (2015). The computational tradeoff between multiuse and multitasking in neural networks. NIPS Workshop on Bounded Optimality and Rational Metareasoning. [Poster]

2018

Musslick S., Öczimder K., Dey B., Saxe A., Petri G., Reichman D., Mennen A., Willke T., Cohen J. D. (2018). On the rational boundedness of cognitive control. Association for Psychological Science.. [Poster]

Conference Abstracts

2018

Musslick S., Öczimder K., Dey B., Saxe A., Petri G., Reichman D., Mennen A., Willke T., Cohen J. D. (2018). On the rational boundedness of cognitive control. Association for Psychological Science. [Poster]

2017

Musslick S., Jang J. S., Panichello M., Bustamante L., Shenhav A., Cohen J.D. (2017). Constraints associated with cognitive control and the stability-flexibility dilemma. Society for Neuroscience (SfN) Annual Meeting. [Contributed Talk]
Musslick S., Cohen, J. D., Shenhav A. (2017). Estimating the costs of cognitive control: theoretical validation and potential pitfalls. Society for Neuroeconomics Annual Meeting. Toronto. [Poster]
Bustamante L., Lieder F., Musslick S., Shenhav A., Cohen J.D. (2017). Learning to (mis)allocate control: maltransfer can lead to self-control failure. Society for Neuroscience (SfN) Annual Meeting. [Poster]
Petri G., Musslick S., Özcimder K., Dey B., Ahmed, N., Willke, T. L., Cohen J. D. (2017). Universal limits to parallel processing capability of neural systems. Conference on Complex Systems 2017. [Contributed Talk]
Petri G., Musslick S., Özcimder K., Dey B., Ahmed, N., Willke, T. L., Cohen J. D. (2017). Diminishing returns with size for parallel computation capacity of neural architectures. NetSci 2017. [Contributed Talk]

2016

Musslick S., Dey B., Özcimder K., Patwary M., Krieger P., Willke T.L.,Cohen J. D. (2016). Multitasking capacity versus efficiency of representation in neural network architectures. Society for Neuroscience (SfN) Annual Meeting. [Contributed Talk]
Momennejad I., Reverberi C., Musslick S., Cohen J.D., Haynes J.-D. (2016). The role of task similarity in encoding and executing planned task sequences. Society for Neuroscience (SfN) Annual Meeting. [Poster]

2015

Musslick S., Shenhav A., Botvinick M.M., Cohen J.D. (2015). A computational model of control allocation based on the Expected Value of Control. Society for Neuroscience (SfN) Annual Meeting. [Poster]
Shenhav A., Musslick S., Botvinick M.M., Cohen J.D. (2015). Anterior cingulate and the expected value of control. Society for Psychophysiological Research. [Contributed Talk]

2013

Zimmermann U., Musslick S., Ruge H., Goschke T. (2013). The multidimensional nature of flexible task-control. Spring School CRC 940 Volition and Cognitive Control. [Poster]
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