MA Program in Cognitive Science
of the University of Lisbon
Co-organized by the Faculties of Sciences, Letters, Medicine and Psychology
MA in Cognitive Science
An Innovative Program
Cognitive science undertakes the scientific study of cognition — brain, mind and behaviour — through the integration and the fostering of concepts and contributions of several areas from Psychology, Neuroscience, Artificial Intelligence, Philosophy, Linguistics, Evolutionary Biology, Anthropology and other social sciences, and the application of formal methods from Computer Science, Mathematics and Physics.
The MA Program in Cognitive Science is a program jointly organized by the Faculties of Sciences, Letters, Medicine, and Psychology.

Program Overview
Cognitive Science undertakes the scientific study of cognition — brain, mind and behaviour — through the integration and fostering of concepts and contributions of several areas from Psychology, Neuroscience, Artificial Intelligence, Philosophy, Linguistics, Evolutionary Biology, Anthropology and other Social Sciences, and the application of methods from Computer Science, Mathematics and Physics.
Given its interdisciplinary nature, Cognitive Science calls for a post-graduate program that bridges knowledge gained from the exact sciences, life sciences and the humanities within a strong scientific approach. Taking into account the wide range of competences developed at its different Faculties and Departments as well as the excellence of the results obtained by its many research centers, the University of Lisbon has outstanding conditions to offer a high quality master studies in Cognitive Science.
This Masters Program in Cognitive Science of the University of Lisbon has as its primary goal to train a new generation of experts who can combine its various disciplines into an integrated science of cognition, mind and brain, as well as explore the application of the knowledge being generated in this domain.
Masters in Cognitive Science handle the operation of services and systems with a strong cognitive component. Examples, among many others, of their areas of action are the inovation, research and direction in: Technological companies, of consultancy and auditing; Companies with advanced systems of interaction with users; Companies and institutions in the area of health care and support to persons with special needs; Regulatory and certification Entities; Institutions in the hospital sector; Laboratories of research and development; Higher education and research institutions, etc.
We are interested in candidates with ample interests in Cognitive Science and who, having had previous education in a specific discipline related to Cognitive Science. demonstrated an academic performance above average, high learning autonomy and high capacity to integrate knowledge from different areas, and are strongly motivated to pursue an interdisciplinary post-graduate program with a demanding research basis.
For potential candidates interested in knowing more about what is Cognitive Science, it is worth suggesting an introductory textbook, as for instance, among many possible others, Jay Friedenberg and Gordon W. Silverman, 2015, Cognitive Science, SAGE Publications.
Also for potential candidates interested in knowing more about the present program in Cognitive Science, it is worth suggesting an attentive reading of the syllabus and of the description of the courses therein, presented in other pages of this site. For potential candidates that plan to be working at the time of undertaking this post-graduation, it is relevant to consult the timetable of courses, also in this site, and to make sure that their labor contracts ensure enough time and flexibility.
It is also worth indicating what this post-graduate program is not, aiming at avoiding eventual equivocation.
This program does not offer a menu of mono-disciplinary courses (e.g. either Computation, or Psychology, or Linguistics, or Neuroscience, etc.) of which the student will chose one discipline, but rather a course on Cognitive Science, based on the contribution and integration of the different contributing disciplines.
This program does not offer training for the development, and possible accreditation, of therapeutic or clinical competence. Also it does not offer training for the acquisition of self-help techniques, skills or solutions.
These are some dissertations concluded in the program:
Maraev, Vladislav, 2017. Modelling Semantic Relations with Distributional Semantics and Deep Learning: Question Answering, Entailment Recognition and Paraphrase Detection.
Ferreira, João, 2017, A contribuição dos esquemas semânticos para as facetas lexical e episódica de novas palavras em jovens adultos.
Bruno Penha, 2015. Aging effects in speech statistical learning : a behavioral and computational study. http://hdl.handle.net/10451/18236
Moita, Mara, 2014. Linguistic modality effects in semantic processing in deaf individuals. http://repositorio.ul.pt/handle/10451/7269
Duarte, Elsa, 2014. A fluência verbal na perturbação do espectro do autismo : processos executivos, análise temporal e tipicidade. http://repositorio.ul.pt/handle/10451/10995
Andrade, Miguel, 2014. Controlo cognitivo na memória episódica : dados de adolescentes e jovens adultos. http://hdl.handle.net/10451/15940
Amorim, Jorge, 2013. Problemas, a sua resolução e o seu interesse para uma Ciência da Mente. http://hdl.handle.net/10451/9971
Peliksza, Agata, 2013. Enhancing retention of false memories through negative emotional arousal during reconsolidation. http://hdl.handle.net/10451/10619
Matos, Carla, 2012. Compreensão de linguagem não-literal em crianças com Perturbações do Espectro do Autismo. http://repositorio.ul.pt/handle/10451/7338
Santos, Ana, 2011. Modelo Computacional de Organização Hierárquica e Categorização da Memória Semântica: Identificação do Nível Hierárquico do Conceito a Partir do Grau de Partilha dos seus Atributos. http://hdl.handle.net/10451/7656
João Graça, 2011. Hofstede’s cultured negotiating agentes. http://hdl.handle.net/10451/6393
Ana Luísa Pesquita, 2010. Emotion response patterns to transient stimuli in migraineurs and non-migraineurs : modulation of affective states as a step towards non-invasive treatment of migraine. http://hdl.handle.net/10451/2562
Contributing Disciplines

Psychology

Neuroscience

Artificial intelligence

Philosophy

Linguistics
Associated Faculties and Departments
Syllabus
1st Year - 1st Semester
Foundations of Cognitive Science
Coordinator David Yates, Departamento de Filosofia, Faculdade de Letras
The aim of the course is to provide a survey of the philosophical foundations of current cognitive science, especially the main trends and views on the nature of mind and cognition available therein. Topics to be examined include: what is cognitive science – its aims, research methods, and intervening disciplines; some salient problems and research areas – concepts, perception, language, memory, emotion, intelligence; the basic axiom of cognitive science – the mind as a computational device; the architecture of the mind – the symbolic model (and the language of thought hypothesis), the connectionist model, and the dynamic model; the issue of the modularity of the mind.
Neuroscience
Coordinator Ana M. Sebastião, Instituto de Farmacologia e Neurociências, Faculdade de Medicina
This subject offers advanced training in experimental neuroscience, namely molecular and cellular neuroscience. The main mechanisms involved in excitability and neuronal communication will be covered. The student will have access to the techniques to investigate neuronal communication and plasticity (e.g. patch clamp electrophysiology, neurotransmitter release and uptake, calcium imaging) using neuronal preparations from laboratory animals. Setups and expertise to evaluate learning, memory and anxiety in laboratory animals are also available. The brain areas involved in different cognitive processes will also be focused together with imaging and neuropsychological approaches in humans.
Linguistics and Psycholinguistics
Coordinator João Veríssimo, Departamento de Linguística Geral e Românica, Faculdade de Letras
The main goal of the seminar is to provide advanced knowledge and training in the domain of Language and Mind. Theories of grammar and the architecture of human language processing are explored. Basic concepts are given pertaining to central areas of grammar, such as syntax, semantic and phonology/prosody, which will be useful to the understanding of the cognitive and linguistic processes underlying language comprehension and production. Eye tracker system and measures of reaction times are methods to be explored in laboratory work.
Artificial Intelligence
Coordinator Luís Antunes, Departamento de Informática, Faculdade de Ciências
This course covers central aspects of computational processing of knowledge in intelligent machines, in particular artificial agents and its applications, advancing students’ initial knowledge in this area. Notion of agents. Theory of agents and agency: models and architecture. Environments. Interactions. Organizations. Applications (education, cinema, social simulation).
Auxiliary Course 1
To be selected for each student in order to extend his background to areas he did not get acquainted with during his graduation degree. See list here.
1st Year - 2nd Semester
Cognitive Psychology
Coordinator Ana Luísa Raposo, Faculdade de Psicologia
his subject offers advanced training in experimental psychology, and particularly in the method and theories of cognitive psychology. The subject will extend students basic knowledge of cognitive psychology and will provide an in-depth coverage of key research problems in areas such as memory, language, perception and social cognition. Different areas and research problems will be taught in a given year.
Philosophy of Mind, Language and Cognition
Coordinator David Yates, Departamento de Filosofia, Faculdade de Letras, Centro de Filosofia
This course introduces a set of notions, problems and views that are central to philosophical reflection about the nature of the human mind and cognition. Among the foundational issues examined in the course are the following ones.
(a) The correct typology for mental phenomena, especially the usual distinction between cognitive mental states, or propositional attitudes, and conscious states, or experiences.
(b) The constitutive marks of mentality, especially intentionality, phenomenology and self-awareness.
(c) The pros and cons of the most prominent views about the nature and structure of the mind: Dualism (both Cartesian Dualism and Property Dualism); Analytical Behaviorism; Physicalism (both Type-Type Physicalism and Token-Token Physicalism); Functionalism (both Machine Functionalism and Analytical Functionalism).
(d) The nature and workings of psychophysical causation, including mind-world causation, world-mind causation and mind-mind causation.
e) The relations between language and thought, especially the issue of whether thought is possible without language and the issue of whether thought is possible in non human animals.
Technology of Language
Coordinator António Branco, Departamento de Informática, Faculdade de Ciências
This course aims at introducing central aspects of the computational processing of natural language and its applications. Representation and computation of linguistic knowledge. Syntactic analysis methodologies. Overgeneration and selection of results. Syntax-semantics interface. Semantic representation and logical form. Grammar models. Interfaces with speech and cognition.
Fundamentals of Computation
Coordinator Isabel Nunes, Departamento de Informática, Faculdade de Ciências
This course presents basic issues in computation theory – computation models, computability, and complexity. Several models of computation, of growing computational power, are presented, and it is pointed out that no model is known that has more computational power than Turing machines (Church-Turing thesis). Problems are presented that are not computable, that is, that no computer can solve no matter how much time/space resources it uses. In what concerns complexity issues, computable problems are classified according to the time/space resources that are needed to solve them. Problems exist that, although computable, are impossible to solve due to the huge amount of resources needed for their resolution.
Auxiliary Course 2
To be selected for each student in order to extend his background to areas he did not get acquainted with during his graduation degree. See list here.
2nd Year - 1st Semester
Computation Models
Coordinator António Branco, Departamento de Informática, Faculdade de Ciências
Students’ active participation at scientific events that are relevant for Cognitive Science.
Advanced Topics of Cognitive Science
Coordinator Sara Xapelli, Faculdade de Medicina
Students’ active participation at scientific events that are relevant for Cognitive Science.
Research Seminar 1
Teachers David Yates (coordinator), Departamento de Filosofia, Faculdade de Letras; Tânia Fernandes, Faculdade de Psicologia; Ana Lúcia Santos, Departamento de Linguística, Faculdade de Letras; Luís Correia, Faculdade de Ciências, Departamento de Informática.
Research work towards the masters dissertation, including presentations of results by students.
Dissertation
2nd Year - 2nd Semester
Research Seminar 2
Teachers Sara Xapelli (coordinator), Faculdade de Medicina; António Branco, Departamento de Informática, Faculdade de Ciências; Ana Pinheiro, Faculdade de Psicologia.
Research work towards the masters dissertation, including presentations of results by students.
Dissertation
Timetable
Tuesday:
9h00-12h00: Inteligência Artificial
Fac. Ciências, room 3.1.11
14h00-17h00: Introduction to Cognitive Science
Fac.Letras, room C246.A
17h15-19h00: Neuroscience
Fac. Medicina, grande auditório, Egas Moniz building
Thursday:
14h00-17h00: Linguistics and Psycholinguistics
Fac.Letras, room C048
17h15-19h00: Neuroscience
Fac. Medicina, grande auditório Egas Moniz building
Auxiliary Course 1
Timetable of the course chosen.
Tuesday:
10h00-13h00: Fundamentals of Computation
Fac. Ciências, 6.2.47
14h00-17h00: Philosophy of Mind, Language and Cognition
Fac. Letras, room to announce
17h15-19h00: Cognitive Psychology
Fac. Psicologia, room to announce
Thursday:
13h00-16h30: Language Technology
Fac.Ciências, room to announce
17h15-19h00: Cognitive Psychology
Fac. Psicologia, room to announce
Auxiliary Course 2
Timetable of the course chosen.
Thursday:
13h00-16h30: Computation Models
Fac.Ciências, room 6.2.50
Advanced Topics of Cognitive Science
week day, hour and room to be indicated
Research Seminar 1
week day, hour and room to be indicated
Dissertation
Research Seminar II
week day, hour and room to be indicated
Dissertation
Research
Associated Research Centers
Scientific Commission

Ana Lúcia Santos
Faculdade de Letras, Departamento de Linguística Geral e Românica

Ana Luísa Raposo
Faculdade de Psicologia, Centro de Investigação em Psicologia

Ana M. Sebastião - Presidente
Faculdade de Medicina, Instituto de Farmacologia e Neurociências

Sara Xapelli
Faculdade de Medicina, Instituto de Farmacologia e Neurociências

António Branco
Faculdade de Ciências, Departamento de Informática

Luís Correia
Faculdade de Ciências, Departamento de Informática

David Yates
Faculdade de Letras, Departamento de Filosofia e Centro de Filosofia
Applications
Applications for the upcoming 2024/2025 edition of the Masters Program in Cognitive Science of the University of Lisbon will take place from April 2 to June 27 (Phase 1) and from July 1 to August 16 (Phase 2), 2024.
The lectures of the upcoming 2024/2025 edition will start in early September 2024.
Contacts
Adress:
Instituto de Formação Avançada
Faculdade de Medicina da Universidade de Lisboa
Av. Prof. Egas Moniz
1649-028 Lisboa