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What is the job of cognitive science?
Bringing perspectives from neuro, psych, CS, phil, lang, and anthro together.
What method do philosophers use?
Argument and analysis/deductive reasoning.
What methods do psychologists use?
Experimental techniques and paradigms.
What methods do neuroscientists use?
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What methods do cognitive psychologists use?
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What methods do AI researchers use?
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Define temporal resolution.
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Define spatial resolution.
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Why are conclusions derived from Western psychological experiments not representative of humanity as a whole?
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Define cognition.
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Who established the first psychology lab?
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What happened when behaviorism took rise?
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What happened when cognitive psychology took rise?
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What is the computational model of the mind?
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What is parallel distributed processing?
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What is the frontal lobe responsible for?
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What is the parietal lobe responsible for?
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What is the occipital lobe responsible for?
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What is the temporal lobe responsible for?
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What is the motor cortex responsible for?
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What is the sensory cortex responsible for?
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What are the two parts of the limbic system?
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What is the amygdala responsible for?
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What is the hippocampus responsible for?
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What are the three limitations of the experimental method?
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What is the difference between sensation and perception?
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What are the 4 early models of object perception?
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What is the problem with the template matching model?
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What is the problem with the feature analysis model?
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Explain how Artificial Neural Networks work.
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What are weights in neural networks?
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What is the first layer of nodes in Neural Networks?
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What does the second layer in neural networks do?
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What does the third layer in neural networks recognize?
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What does the last layer in a neural network do?
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How are multilayered neural networks trained?
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Why would increasing the number of hidden layers in a neural network be bad?
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What is bottom-up processing?
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What is top-down processing?
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What is a self-fulfilling prophecy?
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What is the Pygmalion effect?
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What are the three kinds of perceptual constancies?
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What is light constancy?
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What is modular processing?
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What is prosopagnosia?
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What is visual agnosia?
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What is unilateral spatial neglect?
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What is blindsight?
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What is the Mozart Effect?
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Which marketing studies did we cover in class?
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What is the effect of music on the brain?
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What is synesthesia?
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What are the two theories of synesthesia?
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What is priming?
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What is dichotic listening?
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What is the filter model of attention?
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What are the four physi/neuro ways to measure attention?
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Feats of divided attention are possible due to practice and actions become automatic.
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It's possible to perform two tasks that require deep cognitive processing at the same time.
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What are the advantages and disadvantages of automatic processing?
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What are the three theories of attention?
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What do bottleneck theories of attention suggest?
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What are the differences between automatic vs controlled processing?
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What is feature integration theory?
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The more kids with ADHD wiggle and fidget, the better they do on cognitive tests.
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What is biofeedback?
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What is neurofeedback?
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What area has increased activation from fMRI neurofeedback that improves symptoms of ADHD?
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What is the correlation between TV and attention?
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What are the effects of sleep deprivation on cognition?
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What are the effects of sleep deprivation on adolescents?
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What is sleep debt?
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What are the neurophysiological functions of sleep?
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What does the glymphatic system do during sleep?
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What is the basic rest-activity cycle?
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When during the sleep cycle are dreams usually had?
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What are the theories of dreams?
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What type of memory does slow wave sleep help consolidate?
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What type of memories does REM sleep enhance processing for?
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Dreams are used to work through emotional issues.
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Traumatic dreams are about emotional events that people cannot resolve or assimilate.
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Recurrent dreams are mostly nightmares.
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Who tends to have the most nightmares?
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What is the progression of dreams?
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Do dreams' themes change frequently?
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What is the continuity hypothesis of dreams?
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Eight out of ten dreams are negative emotions.
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What are the lucid dreaming induction techniques?
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Transforming dreams can end recurrent nightmares.
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What are the different viewpoints of the mind-body problem?
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What is (monism) idealism?
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What is (monism) materialism?
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What is dualism?
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What is functionalism?
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What does the Physical Symbol System hypothesis say?
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What rule does the PSS hypothesis follow about thinking?
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The Chinese room argument supports PSS.
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What is the Chinese room argument?
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What does it mean to 'understand' something?
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What is the Turing Test?
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What are the neural correlates of consciousness?
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What are the two theories of NCC?
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What does the global workspace theory say?
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What does the global neuronal workspace theory say?
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What are examples of unconscious processing that support the GNW theory?
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What does the prefrontal cortex disengage processing in?
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The brain is more active when avoiding recalling memory than actually just recalling it.
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What is the posterior hot zone?
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What is Access Consciousness?
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What is phenomenal consciousness?
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What is the hard problem of consciousness?
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Where does consciousness explicitly NOT come from?
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What is the integrated information theory of consciousness?
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What does split brain suggest?
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What is anosognosia?
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Who are more susceptible to hypnosis?
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What are some uses for hypnosis?
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What does LSD do?
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What are the positives and negatives of LSD?
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What does MDMA do?
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What are the positives and negatives of MDMA?
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What does psilocybin do?
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What are the positives and negatives of psilocybin?
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What is the function of the anterior cingulate cortex?
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Study Notes
What is Cognitive Science?
- Cognitive Science is the study of the mind and its processes.
- It draws on perspectives from various disciplines, including:
- Neuroscience
- Psychology
- Computer Science
- Philosophy
- Linguistics
- Anthropology
Methods in Cognitive Science
- Philosophers primarily use argumentation, analysis, and deductive reasoning.
- Psychologists rely on experimental techniques and paradigms.
-
Neuroscientists utilize techniques that offer spatial and temporal resolution. Examples include:
- Case studies
- Lesion studies
- Brain imaging techniques
- Cognitive Psychologists commonly use modeling.
- AI researchers develop computer models.
Spatial and Temporal Resolution
- Temporal Resolution refers to the precision in measuring the time intervals of brain activity.
- Spatial Resolution signifies the accuracy with which brain structures and regions are measured.
WEIRD Participants
- Many psychological experiments are conducted on Western, Educated, Industrialised, Rich, and Democratic (WEIRD) populations.
- This limited sample size makes generalizations about human cognition difficult.
Defining Cognition
- Cognition encompasses the mental processes involved in the acquisition, storage, transformation, and utilization of knowledge.
Evolution of Cognitive Science
- Wilhelm Wundt established the first psychology laboratory in 1879.
- Behaviorism emerged in the early 20th century, advocating for the study of observable behavior and the relationship between stimuli and responses.
- Cognitive Psychology rose in the 1950s, emphasizing mental processes, including memory, language, and computing. This shift was influenced by the development of computer science.
The Computational Model of Mind
- The mind is viewed as an information processing system, similar to a computer.
- Parallel Distributed Processing suggests that the brain works in parallel, performing various tasks simultaneously and even completing tasks when some information is missing or inaccurate.
Brain Regions and Functions
- Frontal Lobe: Responsible for speech, muscle movement, planning, and judgment.
- Parietal Lobe: Contains the sensory cortex, responsible for touch, taste, and temperature.
- Occipital Lobe: Processes visual information.
- Temporal Lobe: Processes auditory information.
- Motor Cortex: Controls voluntary movements.
- Sensory Cortex: Processes sensory information.
-
Limbic System:
- Amygdala: Involved in emotions, especially fear and aggression.
- Hippocampus: Responsible for memory formation.
Limitations of the Experimental Method
- Ecological Validity: Highly controlled environments may not accurately reflect real-world situations.
- Quantifiability: Not all aspects of human experience, such as subjective experiences, are easily quantifiable.
- Belief as a Confounding Variable: Beliefs and expectations can influence experimental results.
Perception and Sensation
- Sensation involves sensory receptors and the nervous system converting stimuli from the environment into neural impulses.
- Perception is the process of interpreting and organizing sensory information based on prior knowledge.
Early Models of Object Perception
- Template Matching: A template is stored in memory, and incoming stimuli is compared to that template for recognition.
- Feature Analysis: Objects are recognized by their constituent features.
- Prototype: A "best fit" prototype is stored in memory, and incoming stimuli is compared to the prototype for recognition.
- Recognition-by-Components: Objects are recognized by their basic geometric shapes (geons).
Problems with Existing Models
- Template Matching: Cannot account for the complexity and flexibility of object recognition, for example, different handwriting styles.
- Feature Analysis: Limitations in explaining the recognition of complex objects with moving features.
Artificial Neural Networks
- Neurons in artificial neural networks are represented as nodes.
- Weights of connections between nodes are similar to inhibitory and excitatory postsynaptic potentials (IPSP and EPSP) in biological neurons.
Structure and Functioning of a Neural Network:
- The first layer of nodes represents the input signal.
- Subsequent layers progressively abstract representations of higher-order features, such as edges and subcomponents.
- The final layer provides the output, corresponding to the most likely interpretation of the input.
Training Multi-Layered Neural Networks
- Neural networks are trained through Backpropagation - adjusting the weights of connections based on the difference between actual and desired outputs.
Overfitting in Neural Networks
- Overfitting occurs when a neural network becomes too specialized to the training data, compromising its ability to generalize to new information.
Perception: Bottom-Up and Top-Down Processing
- Bottom-Up Processing: Sensory information flows from receptors to the brain, driven by external stimuli.
- Top-Down Processing: Information processing is guided by prior knowledge, beliefs, and expectations.
Self-Fulfilling Prophecy and Pygmalion Effect:
- Self-Fulfilling Prophecy: Beliefs shape experiences and perceptions.
- Pygmalion Effect: People's behavior is influenced by the expectations built upon them.
Perceptual Constancy
- Shape Constancy: Perception of an object's shape remains constant despite changes in its orientation.
- Lightness Constancy: Perception of an object's lightness remains consistent despite changes in illumination.
- Size-Distance Constancy: Perception of an object's size remains constant despite changes in its distance from the viewer.
Modular Processing and Agnosias
- Modular Processing: Specialized modules process information automatically and cannot be easily switched off.
- Prosopagnosia: An inability to recognize faces.
- Visual Agnosia: An inability to recognize objects.
Unilateral Spatial Neglect and Blindsight
- Unilateral Spatial Neglect: Ignoring one side of space, typically the left, due to damage to the right parietal or frontal lobe.
- Blindsight: Residual visual capabilities in individuals who report being blind, despite a lack of awareness of those capabilities.
The Mozart Effect
- Music, especially classical, may boost short-term performance on some mental tasks like spatial-temporal reasoning.
Marketing Applications
- Music: Music in retail settings can influence shopping behaviors and sales, with different styles affecting customer choices.
- Packaging: The color of packaging impacts perceptions of the product.
Music and the Brain
- Music is unique in its ability to simultaneously activate all brain areas.
- It can enhance mental and physical wellbeing, particularly when combined with playing an instrument or singing.
Synesthesia
- A condition in which stimulation of one sense leads to automatic experiences in another sense.
Theories of Synesthesia
- Brain Structure Theory: Increased connections between sensory areas.
- Feedback Theory: Disrupted inhibitory connections allow information to be fed back to other senses, resulting in cross-modal experiences.
Priming
- The unconscious activation of specific knowledge or associations in memory.
- Exposure to one stimulus can alter behavior or thoughts later.
Dichotic Listening
- Presenting different auditory messages to each ear to test attention.
- Participants can typically report the message from the attended ear, but can sometimes also pick up important words from the unattended ear.
Attention: Filter Models and Physiological Correlates
- Filter Models: We filter out unnecessary information, allowing only a subset to reach conscious awareness.
-
Physiological Measures of Attention:
- Neuro Correlates: Changes in brain activity (ERP and PET) associated with attention.
- Orienting Response: Increased heart rate and skin conductance.
- Pupil Dilation:
- Eye Movement.
Change Blindness
- Failure to notice changes in the environment due to a focus on maintaining perceptual constancy.
Automatic and Controlled Processing
- Automatic Processing: Efficient, effortless, and involuntary processing for familiar or routine tasks.
- Controlled Processing: Effortful, serial processing for unfamiliar or demanding tasks.
Theories of Attention
- Bottleneck Theories: Information processing capacity is limited, creating a bottleneck for attention.
- Automatic vs. Controlled Processing: Two distinct modes of processing with different characteristics.
- Feature Integration Theory: Focused attention is needed to bind multiple features together into a complete object, while individual features can be processed automatically.
ADHD
- ADHD is characterized by inattention, hyperactivity, and impulsivity.
- Children with ADHD who fidget and wiggle may perform better on cognitive tests.
Biofeedback and Neurofeedback
- Biofeedback: Learning to control physiological processes, such as heart rate, by receiving feedback about those processes.
- Neurofeedback: Biofeedback using brain imaging techniques like EEG and fMRI to provide feedback on brain activity for behavioral modification.
Effects of TV on Attention Problems
- Excessive TV viewing can lead to attention problems, potentially due to a reliance on bottom-up processing, which is driven by external stimuli rather than internal motivations.
Sleep Deprivation and Cognitive Impairment
- Sleep deprivation has widespread negative effects on cognition, particularly impacting the prefrontal cortex.
- This impairment can lead to decreased attention, memory problems, impaired decision-making, and difficulty in making connections.
Sleep and Adolescents
- Sleep deprivation in adolescents is linked to various health risks, including:
- High blood pressure
- Heart disease
- Diabetes
- Depression
- Increased risk of car accidents
Sleep Debt and Neurophysiological Functions of Sleep
- Sleep Debt: Accumulated lack of sleep.
-
Functions of Sleep:
- Memory consolidation
- Rest
- Glymphatic system clearing toxins
Glymphatic System
- The glymphatic system is active during sleep, flushing cerebrospinal fluid through the brain to remove harmful molecules.
Sleep Cycle and Dreams
- The basic rest-activity cycle is a 90-minute pattern observed in various physiological processes.
- Dreams are most commonly experienced during REM sleep but can also occur during Non-REM sleep.
-
Theories of Dreaming:
- Freudian Wish Fulfillment: Dreams express unconscious desires and wishes.
- Modern Psychodynamic Theory: Dreams reflect life experiences and provide solutions to problems.
- Activation-Synthesis Hypothesis: Dreams are the brain's attempt to interpret random neural activity during sleep.
- Cognitive Development Theory: Dreaming plays a role in cognitive development.
- Memory Consolidation View: REM sleep is essential for consolidating memories.
Memory Consolidation During Sleep
- Slow wave sleep consolidates declarative memories.
- REM sleep strengthens the processing of emotional memories.
Dreams and Emotional Issues
- Dreams may be used to work through unresolved emotional issues.
- Traumatic dreams often reflect unresolved traumatic experiences.
Recurring Dreams
- Recurring dreams are often a symptom of underlying psychological stress.
Progressive Nature of Dreams
- The content of dreams may show a gradual shift in themes, going from traumatic dreams to repetitive themes and frequent elements.
Continuity Hypothesis of Dreams
- The content and themes of dreams often reflect waking life experiences.
Emotional Content of Dreams
- A significant portion of dreams involve negative emotions, such as fear, anxiety, and sadness.
Techniques for Lucid Dreaming
- Dream Recall: Improving memory for dreams.
- Ample Sleep: Getting enough sleep.
- Naps: Taking short naps.
- Different Positions: Sleeping in different positions.
- Reality Testing: Checking the reality of a situation within a dream
- Autosuggestion: Mentally suggesting to oneself that a lucid dream will occur.
- Mnemonic Induction of Lucid Dreaming (MILD): A technique involving specific steps to induce lucid dreaming.
- Intention: Strengthening the desire to have a lucid dream.
Transforming Nightmares
- Lucid dreaming can help to transform recurring nightmares and alleviate their emotional impact.
Mind-Body Problem
- The Mind-Body Problem concerns the relationship between the mind and the physical body.
-
Monism: The mind and body are fundamentally one.
- Idealism: Everything is ultimately mental or spiritual.
- Materialism: Everything is ultimately physical.
- Dualism: The mind and body are distinct entities.
- Functionalism: The identity of a mental state is determined by its functional role within the system.
Physical Symbol System Hypothesis
- Intelligence is the result of manipulating symbols.
- Since humans can manipulate symbols, their minds can be considered physical symbol systems.
- This suggests that machines can also achieve intelligence through symbolic manipulation.
Chinese Room Argument: Challenging PSS
- A person who follows instructions for manipulating Chinese symbols without understanding the language is said to be processing information but not truly understanding it.
- This argues against the PSS hypothesis.
- The argument raises questions about what it means to truly "understand."
Turing Test
- A test to determine if a computer has achieved genuine intelligence.
- If a machine can fool a human into believing it is another human through conversation, then it is considered intelligent by the standard of the Turing Test.
Neural Correlates of Consciousness
- Consciousness is thought to arise from synchronized activity between a specific population of neurons.
- The exact neurons involved remain a mystery.
Theories of Neural Correlates of Consciousness
- Global Neuronal Workspace Theory: Consciousness arises when information is broadcast globally to various cognitive systems.
- Integrated Information Theory: Consciousness arises from the complex integration of neural signals.
Global Neuronal Workspace Theory: Evidence and Examples
- The network of neurons responsible for broadcasting information is thought to reside in the prefrontal and parietal lobes.
- Unconscious processing is associated with deficits in the prefrontal and parietal regions.
- Examples of unconscious processing:
- Hypnosis
- Repression
- Dissociative Identity Disorder
- Non-lucid dreams
- Unilateral spatial neglect
Repression and Dissociation: Prefrontal-Hippocampal Interaction
- During repression and dissociation, the prefrontal cortex inhibits processing in the hippocampus, resulting in forgetting of traumatic memories.
Posterior "Hot Zone" and Consciousness
- Conscious experience is elicited by stimulating specific areas in the posterior brain.
- Damage to the posterior brain can affect conscious content.
Access Consciousness vs. Phenomenal Consciousness
- Access Consciousness: Accessibility of information to cognitive processes, particularly in the prefrontal and parietal regions.
- Phenomenal Consciousness: The subjective experience of qualia (the subjective feel of what it's like to have a certain experience).
The Hard Problem of Consciousness
- How does the brain generate subjective experience?
- The cerebellum does not play a direct role in consciousness.
Integrated Information Theory of Consciousness
- The integrated information theory suggests that consciousness is a product of the complexity and integration of neural signals.
Split Brain
- Cut corpus callosum can lead to a split brain in which the two hemispheres of the brain are unable to communicate.
- Suggests that consciousness is involves the operations of verbal mechanisms in the left hemisphere.
Anosognosia
- Lack of awareness or denial of illness.
Susceptibility to Hypnosis
- People who are more imaginative and have rich fantasy lives are more susceptible to hypnosis.
Applications of Hypnosis
- Hypnosis is used in therapeutic settings for various purposes, including:
- Retrieving memories
- Treating physical disorders
- Pain management in childbirth
Hidden Observer
- A hypothesized dissociated part of the hypnotized person that is aware of what is happening.
Hallucinogens
- Hallucinogens: Substances (LSD, MDMA, psilocybin) that alter sensory experiences and perception.
LSD
- Stimulates serotonin and dopamine receptors.
- Can induce feelings of creativity, euphoria, and dissolution of boundaries.
- Potential for panic attacks, flashbacks, and psychotic breaks.
MDMA
- Releases serotonin, norepinephrine, and dopamine, and blocks their reuptake.
- Can produce feelings of empathy, euphoria, and emotional elevation.
- May be helpful for PTSD treatment
- Risks include dehydration, overheating, and damage to serotonin production, potentially leading to depression and memory impairments.
Psilocybin
- Stimulates serotonin receptors.
- Can elicit euphoria, mystical experiences, and hallucinations.
- Risks include nausea, panic attacks, and psychotic episodes.
Anterior Cingulate Cortex
- The anterior cingulate cortex plays a crucial role in integrating cognitive and emotional information.
- It is involved in processes such as:
- Selective attention
- Processing of pain
- Error detection
- Decision-making
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