Publications

For more information, you can also check my Researchgate and Google Scholar pages.

Journal Papers

1. Ioannis Delis, Pauline Hilt, Thierry Pozzo, Stefano Panzeri, & Bastien Berret (2018), Deciphering the functional role of spatial and temporal muscle synergies in whole-body movements. Scientific Reports 8. pdf url

2. Ioannis Delis, Jacek P. Dmochowski, Paul Sajda, & Qi Wang (2018), Correlation of Neural Activity with Behavioral Kinematics Reveals Distinct Sensory Encoding and Evidence Accumulation Processes During Active Tactile Sensing. NeuroImage 175, 12-21. pdf url

3. Pauline Hilt*, Ioannis Delis*, Stefano Panzeri, Thierry Pozzo, & Bastien Berret (2018), Space-by-Time Modular Decomposition Effectively Describes Whole-Body Muscle Activity During Upright Reaching in Various Directions. Frontiers in Computational Neuroscience 12(20). pdf url

4. Marianna Semprini, Anna Vera Cuppone, Ioannis Delis, Valentina Squeri, Stefano Panzeri, & Jürgen Konczak (2017), Biofeedback Signals for Robotic Rehabilitation: Assessment of Wrist Muscle Activation Patterns in Healthy Humans, IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (7). pdf url

5. Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara, Ioannis Delis, Tim Gollisch, & Stefano Panzeri (2016), Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains, PLOS Computational Biology 12 (11). pdf url

6. Ioannis Delis, Chaona Chen, Rachael E. Jack, Oliver G. B. Garrod, Stefano Panzeri, & Philippe G. Schyns (2016), Space-by-time manifold representation of dynamic facial expressions for emotion categorization, Journal of Vision 16 (8), 14. pdf url

7. Ioannis Delis, Arno Onken, Philippe G. Schyns, Stefano Panzeri & Marios G. Philiastides (2016), Space-by-time decomposition for the single-trial decoding of M/EEG signals, NeuroImage 133, 504-515. pdf url

8. Rachael E. Jack, Wei Sun, Ioannis Delis, Oliver G.B. Garrod, & Philippe G. Schyns (2016), Revealing the four culturally common bases of dynamic facial expressions of emotion, Journal of Experimental Psychology: General, in press. pdf url

9. Ioannis Delis, Stefano Panzeri, Thierry Pozzo, & Bastien Berret (2015), Task-discriminative space-by-time factorization of muscle activity, Frontiers in Human Neuroscience 10(9). pdf url

10. Ioannis Delis, Stefano Panzeri, Thierry Pozzo & Bastien Berret (2014), A unifying model of concurrent spatial and temporal modularity in muscle activity. Journal of Neurophysiology 111:675-693. pdf url

11. Ioannis Delis, Bastien Berret, Thierry Pozzo & Stefano Panzeri (2013), Quantitative evaluation of muscle synergy models: a single-trial task decoding approach. Frontiers in Computational Neuroscience 7(8). pdf url

12. Enrico Chiovetto, Bastien Berret, Ioannis Delis, Stefano Panzeri & Thierry Pozzo (2013), Investigating reduction of dimensionality during single-joint elbow movements a case study on muscle synergies. Frontiers in Computational Neuroscience 7(11). pdf url

13. Cristiano Alessandro, Ioannis Delis, Francesco Nori, Stefano Panzeri & Bastien Berret (2013), Modularity in motor control: from input-space to task-space perspectives. Frontiers in Computational Neuroscience 7(43). pdf url

14. Ioannis Delis, Bastien Berret, Thierry Pozzo & Stefano Panzeri (2013), A methodology for assessing the effect of correlations among muscle synergy activations on task-discriminating information. Frontiers in Computational Neuroscience 7(54). pdf url

15. Ioannis Delis, Enrico Chiovetto, & Bastien Berret (2010), On the origins of modularity in motor control. Journal of Neuroscience, 30(22):7451-2. pdf url

Book Chapters

1. Ioannis Delis, Arno Onken A, Stefano Panzeri (2017) Space-by-Time Tensor Decomposition for Single-Trial Analysis of Neural Signals. In: Naldi G., Nieus T. (eds) Mathematical and Theoretical Neuroscience. Springer INdAM Series, vol 24. Springer, Cham. pdf url

2. Bastien Berret, Ioannis Delis, Jérémie Gaveau, & Frédéric Jean (2018), Optimality and modularity in human movement: from optimal control to muscle synergies, Biomechanics of Anthropomorphic Systems. pdf url

Conference Papers

  1. Ioannis Delis, Jacek P. Dmochowski, Paul Sajda, & Qi Wang, Correlations of Neural Activity with Behavioral Kinematics During Active Tactile Decision Making, SETN 2018. pdf
  2. Ioannis Delis, Pauline Hilt, Thierry Pozzo, Stefano Panzeri, & Bastien Berret, Characterization of whole-body muscle activity during reaching movements using space-by-time modularity and functional similarity analysis, SETN 2018. pdf
  3. Ioannis Delis, Robin AA Ince, Paul Sajda, & Qi Wang, Information-theoretic characterization of the neural mechanisms of active multisensory decision-making, ICNR 2018. pdf
  4. Ioannis Delis, Pauline M Hilt, Thierry Pozzo, & Bastien Berret, Simultaneous alignment of EMG and extraction of spatial-temporal muscle synergies, ICNR 2018. pdf