CS-421: Machine learning for behavioral dataComputer environments such as educational games, interactive simulations, and web services provide large amounts of data, which can be analyzed and serve as a basis for adaptation. This course will cover the core methods of user modeling and personalizatio ...
BIOENG-456: Controlling behavior in animals and robotsStudents will acquire an integrative view on biological and artificial algorithms for controlling autonomous behaviors. Students will synthesize and apply this knowledge in oral presentations and computational exercises. ...
NX-414: Brain-like computation and intelligenceRecent advances in machine learning have contributed to the emergence of powerful models of animal perception and behavior. In this course we will compare the behavior and underlying mechanisms in these models as well as brains. ...
ENG-410: Energy supply, economics and transitionThis course examines energy systems from various angles: available resources, how they can be combined or substituted, their private and social costs, whether they can meet the energy demand, and how the transition to a renewable energy system can be foste ...
MSE-322: Building materials + Laboratory workScience des matériaux de construction non métalliques les plus utilisés et plus particulièrement des matériaux cimentaires (béton). Composition chimique, fabrication et comportement sur la durée. ...
PENS-308: TRC LC3 Research Platform FribourgThe UE TRC-LC3 Research Platform Fribourg will develop prototypes of structural elements in textile reinforced concrete (TRC) and Limestone Calcined Clay Cement (LC3) concrete that allow the continuation of the TRC prototype pavilion started at EPFL in 201 ...
ENG-209: Data science for engineers with PythonCe cours propose une immersion progressive et complète dans le domaine de la Data Science à travers le langage Python. Il guide les étudiants depuis la manipulation de données brutes jusqu'à la modélisation et l'extraction de connaissances utiles à partir ...
HUM-256: Brain, mind and societyCe cours aborde les sujets relatifs aux recherches sur les bases cérébrales des actions humaines, en revenant notamment sur l'histoire du cerveau, les changements actuels liés au développement des neurosciences, ainsi que les liens entre cerveau et maladie ...
AR-301(ah): Studio BA5 (Malterre-Barthes)"To be useful, helpful, of assistance to someone:" The "In Service of: Berre" studio
reflects on the architectural and territorial project as a form of public service. It explores how architecture and design tools can engage in spatial struggles in the con ...
AR-154: Environmental history and theories ILe cours vise a familiariser les etudiants avec l'histoire de l'environnement et des paysages, et avec la maniere dont les preoccupations environnementales amenent a repenser aujourd'hui le sens et les principes de l'architecture et des disciplines de pr ...
HUM-275: Evolutionary psychologyLa psychologie évolutionniste est une discipline située au carrefour de la biologie, de la psychologie, de l'anthropologie, des sciences sociales et naturelles qui examine les traits psychologiques et les comportements humains dans une perspective évolutio ...
MATH-642: Artificial LifeWe will give an overview of the field of Artificial Life (Alife). We study questions such as emergence of complexity, self-reproduction, evolution, both through concrete models and through mathematical results. We will describe some of the most influential ...
BIO-610: State of the Art Topics in Neuroscience XIThe goal of the course is to increase students' knowledge in the field of Neuroscience, with a particular emphasis on neuronal circuits responsible for sensation, motor control and sensorimotor interactions, as well as on their development and plasticity. ...
BIOENG-450: In silico neuroscience"In silico Neuroscience" introduces students to a synthesis of modern neuroscience and state-of-the-art data management, modelling and computing technologies. ...
HUM-277: Human behavior and economic sciencesCe cours se focalise sur les différentes méthodes utilisées en sciences économiques pour mesurer et étudier le comportement humain. Les étudiant.e.s comprennent et appliquent la démarche empirique pour étudier le comportement humain en sciences économiques ...
MATH-804: MLSTATSML for predictive modeling is important in both industry and research. We join experts from stats and math to shed light on particular aspects of the theory and interpretability of DL. We discuss the statistical theory and generalization behavior of deep N ...
BIO-615: Neural circuits for reward and aversion learningAnimals must learn from past experiences, to adapt their behavior to an ever-changing environment. Students will learn about the neuronal circuit mechanisms of reward-based learning, and of aversively-mediated learning, by studying the current scientific l ...
HUM-213: Cognitive psychologyEn Psychologie Cognitive nous nous intéressons aux processus mentaux, c'est à dire aux événements internes se produisant entre la stimulation sensorielle et l'expression manifeste d'un comportement. Nous étudions dans cette discipline des phénomènes comme ...
AR-619: Designing cities in a changing worldThis course develops, within the urban domain, a critical review of challenges/opportunities of the One Health concept, based on the inexorable link between human, animal, and ecosystem health. ...
