Intro (History, Information Processing View, Brain, Methods) Flashcards
(203 cards)
What is cognition?
- The use of the mind
- Collection of domains that support different behaviours: memory, emotion, planning, attention, perception
- Cognitive function, our thoughts and actions, is regulated by brain activity
- Emerges from the connections of over 100 billion nerve cells in the brain
- Primarily concerned with understanding the processes that produce complex behaviours even though separate abilities are studied
- The sum of all such intelligent mental activities is cognition, the acquisition and processing of sensory information about the world in order to make behavioural decisions
What are the types of cognitive research?
- Basic research
- Applied research
What is basic research?
- Goal is to try to understand the world and its phenomena without regard to a specific end-use of this knowledge
- Understand how we perceive information, remember, reason and solve problems
- Understand who we humans are as a species and what makes us tick. Why do we do the things we do and how do we do them
What is applied research?
- Research with the end goal of developing a solution to a problem
- Understanding changes to the mind from diseases and disorders
What type of research is this?
Laboratory experiment on the neural overlap between different types of memory.
Basic
What type of research is this?
Testing the effects of nutritional interventions on cognition in un-housed communities.
Applied
What type of research is this?
Using intact forms of memory to develop tools to improve quality of life for someone with Alzheimer’s disease.
Applied
What type of research is this?
Determining the mechanism driving the link between gut health on brain activity.
Basic
What is hypothesis guided research?
- We have a theory
- From this theory, develop a hypothesis, a certain guess about the link between variables under study
- A hypothesis must be testable against evidence; allows us to use experiments to confirm hypothesis
What is phenomenon-based research?
When an “effect” is discovered, and follow-up research examines the nature of the effect
What is the placebo effect?
Fake treatments lead to improvements in people’s symptoms and functioning
What are the general approaches to study cognition?
- Cognitive psychology
- Neuroscience
- Computational modeling
What is cognitive psychology?
- Study of behaviour to understand the mind (mental processing)
- Studying intelligent behaviour itself
- Concerned with studying intelligence using behavioural experiments
What is neuroscience?
- Study of the brain and linking it to the mind
- What parts of the brain carry out functions we see behaviourally
- The study of the physical brain and related systems
What is computational modeling?
- Building and modelling the mind-brain connection
- Simulating brain processes or functions using computer-based models
- The goal of most research in artificial intelligence is to build machines that can imitate human cognition, not as a means of understanding human cognition itself
What is the cognitive psychology of emotion?
- Emotional enhancement effect: emotional stimuli are more easily attended to, remembered than neutral stimuli
- Behavioural experiments show focal memory enhancements for negative stimuli in an image
- We will have poorer memory for the face of someone pointing a gun than for the face of someone drinking because we can only focus on certain things at a time so we are attention is being pulled by the gun
What is the cognitive neuroscience of emotion?
- Amygdala activity predicts memory for emotional but not neutral images
- More activity means a better memory
What is the computational modelling of emotion?
- If we see computations lead to the same effect then it could help us get a stronger understanding of how emotion is processed in the brain and how it effects our behaviour
- AI (like an algorithm trained on human data to predict how we use language) is effective at mimicking human behaviour but it is not sentient
- It is a good predictive model
What type of would fit with the saying “If we really understand how something works, we should be able to build it”?
A. Neuroscience
B. Cognitive psychology
C. Computer modelling/AI
D. Applied research
C. Computer modelling/AI
What is the most sophisticated computing device in the (known) universe?
A. The human brain
B. The Google car
C. The calculator
D. Deep Blue (chess-playing computer)
A. The human brain
Which of these would not be considered part of cognition?
A. Memory
B. Language
C. Digestion
D. Perception
C. Digestion
Historically, artificial intelligence has been least successful at tasks that require what kind of capability?
A. Fast performance
B. Many calculations
C. Large memory
D. Flexible thinking
D. Flexible thinking
What is the primary driver of recent dramatic progress in artificial intelligence?
A. Much larger computer memory stores
B. Computer programs that can learn rather than being programmed
C. Better computer programmers
D. Much faster computers
B. Computer programs that can learn rather than being programmed
Is this an example of basic or applied research: A study that examines which of two teaching methods improves memory for content in University students studying cognition?
Applied