Interplay between cognitive & biological psychology to impact behaviour
- Created by: Huzayma.HK
- Created on: 07-04-23 23:59
Define Biopyschology
The scientific stufy of biology of behaviour (Dewsbury, 1991)
- Denotes a biological approach to the study of psychology.
- Psychology is the scientifc study of behaviour; the scientific study of all overt activities of the organism as well as the internal processes that are presumed to underlie them.
Bio-psych draws from various disciplines
Neuroanatomy: The study of the structure of the nervous system.
Neurochemistry: The study of the chemical bases of neural activity.
Neuroendocrinology: The study of interactions between the nervous system and the endocrine system.
Neuropathology: The study of nervous system dysfunction.
Neurophramacology: The study of the effects of drugs on neural activity.
Neurophysiology: The study of the functions and activities of the nervous system.
Illustrating the different bio-psy approaches w/ s
Example Korsakoff's syndrome
- Good sensory, motor, and cognitive abilities, but forget within a few seconds (hence confabulation).
- Neuropsychology:
- Patients with lesions (especially in thalamus, hypothalamus, and mammillary bodies, mainly due to alcoholism leading to thiamine deficiency).
- Comparative Psychology:
- Thiamine-deficient rats displayed similar behaviour to anatomical lesions.
Illustrating the different bio-psy approaches w/ s
- Physiological psychology:
- Experiments on rats with damage to hippocampus.
- Psychophrarmacology:
- Pharmaceutical approaches (attempts) aimed at acetylcholine receptors.
- Neuropsychology:
- E.g., Wernicke-Korsakoff's syndrome discussed above.
- Psychophysiology:
- Galvanic skin response and other physiological responses to a face can occur even when a patient does not recognise the face.
- Cognitive Neuroscience:
- fMRI experiments to show changes in parts of the brain while performing memory tasks.
- Comparative Psychology:
- Birds who hide seeds have a relatively large hippocampus.
Pinel, p33-36
Cognitive Psychology part 1
Concerned with the internal processes involved in making sense of the environment and deciding on appropriate action.
- Processes include: attention, perception, learning, memory, language, problem solving, reasoning and thinking.
Definition: Aiming to understand human cognition by observing their behaviour of people performing various cognitive tasks.
broad definition: Brain activity and structure as relevant information for understanding human conditions.
Cognitive Psychology part 2
Cognitive Psychology:
- Uses behavioural evidence to help understand human cognition.
- Limitation: models have often been described verbally (rather than as a computational model).
- Limitation: Sometimes a proliferation of theories (e.g., of working memory).
- Limitation: Sometimes over-specific (applies only to a limited set of paradigms).
- Limitation: "Hard to identify the number and nature of processes involved on the basis of speed and accuracy measures" (Eysenck & Keane, 2020, Chapter 1, p7). Prone to boxology.
Cognitive neuropsychology
- Uses pattern of performance of brain-damaged patients on cognitive tasks to make inferences about the mechanisms of cognition in healthy individuals.
- Assumption: modularity of processes.
- Assumption: Anatomical modulaity (not necessarily the same as modularity of processes).
- Assumption: subtractivity (damange impairs one thing but leaves others intact) and transparency (removing a modulle from a model should have the same effet as the damage in a patient).
- Given these assumptions, double dissociations should be strong evidence for a 'module' (one patient performs normally on task X and is impaired on task Y but another patient shows the opposite pattern).
- There has been progress in combining cognitive neuropsychology with cognitive neuroscience to relate cognitive medols and anatomical regions of the brain.
Limitation: The idea of modularity is being questioned. e.g., artificial neural networks are not modular. This is threatening to the logic of neuropsychology. Effects of a lesion can be widespread, affecting distant but connected parts of the brain.
Limitation: Compensation occurs (patients recover function to some extent, i.e., plasticity).
Cognitive Neuroscience
Involves "intensive study of brain activity as well as behaviour". (So cognitive and biological psychology).
Techniques:
- Single-unit recording: invasive techniques.
- ERP, event-related potentials (EEG locked to stimulus onset).
- PET, positron emission tomography (rare, but earlier than fMRI. Used in early studies, e.g., Zeki: V4 vs MT)
- fMRI
- MEG, magneto-encephalography. Poorer spatial resolution than fMRI but much better temporal resolution.
- TMS, transcranial magnetic stimulation. Temporary disruption to localised regions of cortex.
- tDCS, transcranial direct current stimulation.
Success & Limitations of cognitive neuroscience p1
Success: Neural decoding
- E.g., lots of images > record fMRI > calcuate function relating images to response > predict for novel stimuli
- sometimes this technique performs better than the observer.
- Success: Resolve debates, e.g., is visual imagery & visual stimulation similar?
- Very similar activations in visual cortex
- Success: Coordinated data analysis
- Sharing of raw data for re-analysis
- Meta-analyses for more generalisable conclusions.
- Success: TMS and timing
- Improved understanding of when activity is critical
- Limitation: 'blobology', e.g., fusiform face area (FFA) 'is responsible for' face recognition.
- Limitation: usually studies report only the localisation of cortical processing associated with a task (9/10), not testing a cognitive theory (1/10, Tressoldi et al., 2012). This may have improved since then.
Eysenck & Keane, p16-25
Success & Limitations of cognitive neuroscience p2
- Progress?: MVPA (multi-voxel pattern analysis)
- Does not assume that all the processing associated with one process/task is situated in one place (a 'blob' on fMRI scan), so a complex pattern of different voxels can take the place of a 'blob' e.g. Mahmoudi et al., 2012)
- Reliable?: A study askign 70 groups to re-analyse a set of fMRI data found an alarmingly wider range of interpretations of the same data (Botvinik-Nezer et al., 2020)
- "Here we assess ... [the variability caused by] ... asking 70 independent teams to analyse the same dataset ... [This showed] ... an overestimation of the likelihood of significant findings ... [The analysis] revealed substantial variability in reported binary results, with high levels of disagreement across teams for most of the tested hypotheses."
Computational Cognitive Science
- Computational modelling involves programming computers to model or mimic human cognitive functioning. If we can mimic both the sucesses and the failures of a human carrying out a cognitive taks, it will improve our understanding of the processes the brain carries out.
- Review by Kriegeskorte & Douglas (2018):
- "To link mind and brain, models must attempt to capture aspects of both behaviour and neuronal dynamics".
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