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The evolution of citation graphs in artificial intelligence research

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A Model-free Affective Reinforcement Learning Approach to Personalization of a Social Robot Companion for Early Literacy Education

Hae Won Park, Ishaan Grover, Samuel Spaulding, Louis Gomez, and Cynthia Breazeal. “A Model- free Affective Reinforcement Learning Approach to Personalization of a Social Robot Companion for Early Literacy Education” In Association for the Advancement of Artificial Intelligence (AAAI), 2019.

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PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education

Randi Williams, Hae Won Park, Lauren Oh, and Cynthia Breazeal. 2019. PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education. In Proceedings of the 9th Symposium on Education Advances in Artificial Intelligence (EAAI '19). AAAI, Menlo Park, CA, USA.

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Shuguang Zhang: Membrane Proteins

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Shuguang Zhang: The QTY Code

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Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products

Raji, I & Buolamwini, J. (2019). Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products. Conference on Artificial Intelligence, Ethics, and Society.

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Self-Assembling Space Architecture: tessellated shell structures for space habitats

Ekblaw, A. and Paradiso, J.A., "Self-assembling Space Architecture: tessellated shell structures for space habitats," In AIAA Scitech 2019 Forum, Smart/Adaptable Deployable Structures (p. 0481).

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GINA: Group Gender Identification Using Privacy-Sensitive Audio Data

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An open-source sensor platform for analysis of group dynamics

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FIBERBOTS: an autonomous swarm-based robotic system for digital fabrication of fiber-based composites

Markus Kayser, Levi Cai, Sara Falcone, Christoph Bader, Nassia Inglessis, Barrak Darweesh, and Neri Oxman, Constr Robot (2018) 2: 67. https://doi.org/10.1007/s41693-018-0013-y

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Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)

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Computational histological staining and destaining of prostate core biopsy RGB images with generative adversarial neural networks

Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)

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3D nanofabrication by volumetric deposition and controlled shrinkage of patterned scaffolds

Oran, D., Rodriques, S. G., Gao, R., Asano, S., Skylar-Scott, M. A., Chen, F., Tillberg, P., Marblestone, A., Boyden, E. S. (2018). 3D nanofabrication by volumetric deposition and controlled shrinkage of patterned scaffolds. Science, 362(6420), 1281–1285.

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Closed-loop functional optogenetic stimulation

Shriya S. Srinivasan, Benjamin E. Maimon, Maurizio Diaz, Hyungeun Song and Hugh M. Herr, Nature Communications, volume 9, article number: 5303 (2018)

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Modeling social learning on consumers’ long-term usage of a mobile technology: a Bayesian estimation of a Bayesian learning model

Hao, H., Padman, R., Sun, B. et al. Electron Commer Res (2018). https://doi.org/10.1007/s10660-018-09324-5

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The role of industry-specific, occupation-specific, and location-specific knowledge in the growth and survival of new firms

C. Jara-Figueroa, Bogang Jun, Edward L. Glaeser, and Cesar A. Hidalgo, Proceedings of the National Academy of Sciences, 2018, https://doi.org/10.1073/pnas.1800475115

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The universal decay of collective memory and attention

Candia, Cristian and Jara-Figueroa, C. and Rodriguez-Sickert, Carlos and Barabási, Albert-László and Hidalgo, César A., Nature Human Behaviour, 2018, DOI:10.1038/s41562-018-0474-5

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Split learning for health: Distributed deep learning without sharing raw patient data

Split learning for health: Distributed deep learning without sharing raw patient data

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Multiple Instance Learning for Credit Risk Assessment with Transaction Data

Tao ZHANG, Wei ZHANG, Wei XU, Haijing, HAO. Knowledge-Based Systems, Volume 161, 1 December 2018, Pages 65-77.

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Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation

Hernandez J., McDuff D., Quigley K., Maes P., and Picard R., "Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation," Journal of Biomedical and Health Informatics, 2018.

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Towards Personalized Medicine: The Evolution of Imperceptible Health-Care Technologies

Tasnim, F., Sadraei, A., Datta, B., Khan, M., Choi, K. Y., Sahasrabudhe, A., Vega Gálvez, T. A., Wicaksono, I., Rosello, O., Nunez-Lopez, C., Dagdeviren, C.†, Foresight, 20, 6, 589-601, 2018.

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Minimal PAM specificity of a highly similar SpCas9 ortholog

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The Moral Machine experiment

E. Awad, S. Dsouza, R. Kim, J. Schulz, J. Henrich, A. Shariff, J.-F. Bonnefon, I. Rahwan (2018). The Moral Machine experiment. Nature, 563, pages 59–64. DOI: 10.1038/s41586-018-0637-6

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Personal Food Computer: A New Device for Controlled-Environment Agriculture

Castelló Ferrer E. et al. (2019) Personal Food Computer: A New Device for Controlled-Environment Agriculture. In: Arai K., Bhatia R., Kapoor S. (eds) Proceedings of the Future Technologies Conference (FTC) 2018. FTC 2018. Advances in Intelligent Systems and Computing, vol 881. Springer, Cham

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Urban Swarms: A new approach for autonomous waste management

Alfeo, A. L., Ferrer, E. C., Carrillo, Y. L., Grignard, A., Pastor, L. A., Sleeper, D. T., Cimino, M. G. C. A., Lepri, B., Vaglini, G., Laron, K., Dorigo, M., Pentland, A. `Sandy’. (2018). Urban Swarms: A new approach for autonomous waste management. ArXiv:1810.07910 [Cs].

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Social Capital Accounting

T. Nishikata, T. Hardjono and A. Pentland, Social Capital Accounting, October 2018.

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reMi: Translating Ambient Sounds of Moment into Tangible and Shareable Memories through Animated Paper

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PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays

Bernal, Guillermo, et al. "PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays." Proceedings of the 2018 ACM International Symposium on Wearable Computers. ACM, 2018.

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AttentivU: Evaluating the Feasibility of Biofeedback Glasses to Monitor and Improve Attention

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Empirical evidence of mental health risks posed by climate change

Obradovich, N., Migliorini, R., Paulus, M. P., & Rahwan, I. (2018). Empirical evidence of mental health risks posed by climate change. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.1801528115

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Mass Manufacturing of Self-Actuating Robots: Integrating Sensors and Actuators using Flexible Electronics

A. Dementyev, J. Qi, J. Ou, J. Paradiso, “Mass Manufacturing of Self-Actuating Robots: Integrating Sensors and Actuators using Flexible Electronics” in Proc. of IROS’18

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Active Fairness in Algorithmic Decision Making

Noriega-Campero, A., Bakker, M., Garcia-Bulle, B., & Pentland, A. (2018). Active Fairness in Algorithmic Decision Making. arXiv preprint arXiv:1810.00031.

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Characterizing Electrodermal Activity Using Point Processes in Young Children

Subramanian, S., Barbieri, R., Johnson, K.T., Brown, E. "Characterizing Electrodermal Activity Using Point Processes in Young Children," 50th Annual Meeting of the Biomedical Engineering Society (BMES), Atlanta, Georgia, October 2018.

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CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism

Rudovic, O., Utsumi, Y., Lee, J., Hernandez, J., Castello Ferrer, E., Schuller, B., Picard, R. "CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism." IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018).

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Intrinsic Social Motivation via Causal Influence in Multi-Agent RL

Jaques, N., Lazaridou, A., Hughes, E., Gulcehre, C., Ortega, P. A., Strouse, D. J., Leibo, J. Z., and de Freitas, N. "Intrinsic Social Motivation via Causal Influence in Multi-Agent RL," International Conference on Representation Learning (ICLR), New Orleans, Louisiana, May 2019 (submitted).

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Epidermal Robots: Wearable Sensors that Climb on The Skin

Dementyev A., Hernandez J., Choi I., Follmer S., Paradiso J., "Epidermal Robots: Wearable Sensors That Climb On The Skin" In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2 (3), September 2018.

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Flavor-Cyber-Agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling

Johnson, A.J., Meyerson, E., Savas, T.L., Miikkulainen, R., Harper, C.B. (2018). Flavor-Cyber-Agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling. Manuscript submitted for publication. https://doi.org/10.1101/424226

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kinetiX: Designing auxetic-inspired deformable material structures

Jifei Ou, Zhao Ma, Jannik Peters, Sen Dai, Nikolaos Vlavianos, Hiroshi Ishii, kinetiX: Designing auxetic-inspired deformable material structures, Computers & Graphics, Volume 75, 2018, Pages 72-81, ISSN 0097-8493

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TRAINING TRANSHUMANISM: I WANT TO BECOME A CEPHALOPOD

Miriam Simun, "TRAINING TRANSHUMANISM: I WANT TO BECOME A CEPHALOPOD"

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SCRATCH ♥ MEMORIES: Visualizations that empower children to celebrate and reflect on their creative trajectories

Thesis: Shruti Dhariwal. SCRATCH ♥ MEMORIES: Visualizations that empower children to celebrate and reflect on their creative trajectories. Massachusetts Institute of Technology. September 2018.

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A Protocol to Characterize pH Sensing Materials and Systems

Ghoneim, M. T., Sadraei, A., Souza, P., Moore, G. C., Bazant, M. Z., Dagdeviren, C.†, Small Methods, 1800265, 2018.

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Affective Keys: Towards Unobtrusive Stress Sensing of Smartphone Users

Exposito, M., Hernandez, J., Picard, R., "Affective Keys: Towards Unobtrusive Stress Sensing of Smartphone Users" In Proceedings of Mobile Human Computer Interaction, Barcelona, Spain, September, 2018

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DragonPaint: Rule-based bootstrapping for small data with an application to cartoon coloring

G. Greene, 2018, "DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring," In ​ Proceedings of the 4th International Conference on Predictive Applications and APIs , volume 82: 1-9, PMLR

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An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system

Hao and Padman. Health Informatics Journal, published online Dec. 21, 2016. Published Sept. 1, 2018.

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Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals

Lopez-Martinez D, Peng K, Steele S, Lee A, Borsook D, Picard R. "Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals." International Conference on Pattern Recognition (ICPR), Beijing, China, August 2018. "BEST STUDENT PAPER AWARD"

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Growing up with AI. Cognimates: from coding to teaching machines

Druga, S. (2018). Growing up with AI. Cognimates: from coding to teaching machines

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Structural and temporal patterns of the first global trading market

Structural and temporal patterns of the first global trading market Ana Sofia Ribeiro, Flávio L. Pinheiro, Francisco C. Santos, Amélia Polónia, Jorge M. Pacheco R. Soc. open sci. 2018 5 180577; DOI: 10.1098/rsos.180577. Published 22 August 2018

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Networking across Boundaries: Enabling Wireless Communication through the Water-Air Interface

Networking across Boundaries: Enabling Wireless Communication through the Water-Air Interface. Francesco Tonolini and Fadel Adib. ACM SIGCOMM 2018

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Reinforcement learning with action-derived rewards for chemotherapy and clinical trial dosing regimen selection

Gregory Yauney, Shah P. Proceedings of Machine Learning Research, 85:161-226, 2018

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Effects of environmental stressors on daily governance

Effects of environmental stressors on daily governance, Nick Obradovich, Dustin Tingley, Iyad Rahwan Proceedings of the National Academy of Sciences Aug 2018, 201803765; DOI: 10.1073/pnas.1803765115

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Photography optics in the time dimension

Heshmat, B., Tancik, M., Satat, G. & Raskar, R. Photography optics in the time dimension. Nature Photonics 12, 560–566 (2018). 10.1038/s41566-018-0234-0

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HyperCubes: Learning Computational Thinking through Embodied Spatial Programming in Augmented Reality

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AMAI: Adaptive Music for Affect Improvement

Su, D., Picard, R., Liu, Y. "AMAI: Adaptive Music for Affect Improvement." Proceedings of the 44th International Computer Music Conference (ICMC), Daegu, Korea, August 2018.

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AMAI: Adaptive Music for Affect Improvement

Su, D., Picard, R., Liu, Y. "AMAI: Adaptive Music for Affect Improvement." Proceedings of the 44th International Computer Music Conference (ICMC), Daegu, Korea, August 2018.

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Who Wants to Help With a Science Project on Playa?

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The Impact of New Mobility Modes on a City: A Generic Approach Using ABM

Grignard, A., Alonso, L., Taillandier, P., Gaudou, B., Nguyen-Huu, T., Gruel, W., & Larson, K. (2018, July). The Impact of New Mobility Modes on a City: A Generic Approach Using ABM. In International Conference on Complex Systems (pp. 272-280). Springer, Cham.

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CityScope: A Data-Driven Interactive Simulation Tool for Urban Design. Use Case Volpe

Alonso, L., Zhang, Y. R., Grignard, A., Noyman, A., Sakai, Y., ElKatsha, M., ... & Larson, K. (2018, July). Cityscope: a data-driven interactive simulation tool for urban design. Use case volpe. In International Conference on Complex Systems (pp. 253-261). Springer, Cham.

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TESSERAE: Self-Assembling Shell Structures for Space Exploration

Ekblaw, Ariel and Joseph Paradiso. "TESSERAE: self-assembling shell structures for space exploration." In Proceedings of the Annual Symposium of the International Association of Shell and Spatial Structures: Extra Planetary Architecture, p. 317 (2018).

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Unpacking the polarization of workplace skills

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Vomit Comet Physiology: Autonomic Changes in Novice Flyers

Johnson, K.T., Taylor, S., Fedor, S., Jaques, N., Chen, W., Picard, R.W. "Vomit Comet Physiology: Autonomic Changes in Novice Flyers." Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018.

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BioEssence: A Wearable Olfactory Display that Monitors Cardio-Respiratory Information to Support Mental Wellbeing

Amores, J., Hernandez, J., Dementyev, A., Wang, X., Maes, P. "BioEssence: A Wearable Olfactory Display that Monitors Cardio-respiratory Information to Support Mental Wellbeing," Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018

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Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone

Sano,A., Taylor,S., Jaques,N., Chen,W., Lopez-Martinez,D., Nosakhare,E., Rudovic,O., Umematsu,T., and Picard,R., "Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone," The 40th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.

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Words in Motion: Kinesthetic language learning in virtual reality

Christian Vázquez, Lei Xia, Takako Aikawa, Pattie Maes "Words in Motion: Kinesthetic Language Learning in Virtual Reality", 2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT)

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Real-time Machine Learning Prediction of an Agent-Based Model for Urban Decision-making (Extended Abstract)

Yan Zhang, Arnaud Grignard, Kevin Lyons, Alexander Aubuchon, and Kent Larson. 2018. Real-time Machine Learning Prediction of an Agent-Based Model for Urban Decision-making (Extended Abstract). In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2171-2173.

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CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization

Arnaud Grignard, Núria Macià, Luis Alonso Pastor, Ariel Noyman, Yan Zhang, and Kent Larson. 2018. CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1939-1940.

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The Practice of Change

PhD Dissertation for Keio Graduate School of Media and Governance

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A Mixture of Personalized Experts for Human Affect Estimation

Feffer, M., Rudovic, O., Picard, R. "A Mixture of Personalized Experts for Human Affect Estimation." The 14th International Conference on Machine Learning and Data Mining (MLDM). July 2018.

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Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy

Rudovic, O., Lee, J., Dai, M., Schuller, B. , Picard, R. W., " Personalized machine learning for robot perception of affect and engagement in autism therapy," Science Robotics, June 2018.

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An Ontology of Computational Tools for Design Activities

Philippa Mothersill & V. Michael Bove Jr. (2018) An Ontology of Computational Tools for Design Activities, Proceedings of DRS2018 International Conference, 25–28 June 2018, Limerick, Ireland, p1261-1277, DOI: 10.21606/dma.2018.456

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Focal, remote-controlled, chronic chemical modulation of brain microstructures

Ramadi, K. B., Dagdeviren, C., Spencer, K., Joe, P., Cotler, M., Rousseau, E., Nunez-Lopez, C., Graybiel, A. M., Langer, R., Cima, M. J., Proceedings of the National Academy of Sciences, 2018.