cognitive system with a limitedcapacity that is responsible for temporarilyholding information available for processing
working memory works with short term memory
Maintenance:
storage and rehearsal. Ie: cellphone number in mental storage before saving it in your phone
Control:
elaboration. Ie: articulatory control for the rehearsal
Representations:
symbolic codes for information stored either permanently or transiently in neural networks
operations:
processes or computations performed on representations
Verbal working memory
verbal rehearsal
visuospatial working memory
maintenance of spatial location, shapes, and colors in short term memory
Prefrontal cortex - pfc
Jacobsen and Malmo's findings contributes to the concept of working memory, emphasizing PFC role in attention and resisting interference
Jacobsen:
PFC's role in immediate memory by showing impaired performance in monkeys on delayed response task following PFC lesion
Malmo:
challenged Jacobsen, shows improved performance in dark suggesting PFC lesions affect the use of short term memory amid competing stimuli
ODR - oculomotor delayed response task
remembering location of a visual stimulus and meeting a saccade to that location after delay
ODR task conclusion:
neuron in monkey PFC exhibits increased firing
Indicates neurons' role in spatial working memory showing specialization for holding spatial info
Spatial working memory:
DLPFC involved in where and tracking location of object
Object working memory
ventral PFC involved in "what". Handling object identity like color and form.
Macaque studies
effect of lesion: decline in working memory performance in those with DLPFC lesions
conclusion: neural activity in the DLPFC is crucial for memory-guided saccades
Working memory - two hypotheses following Macaque studies
lesions to human DLPFC will impair spatial working memory, affecting tasks like memory-guided task
lesions to human principal sulcus will impair spatial working memory
Working memory - human studies
damages and disturbances to PCS will significantly affect spatial working memory
lesions led to memory error. increased for saccades to the visual field opposite lesion
Basic Processing Unit:
Each neuron functions by receiving inputs (IN), which are then weighted (WE) by their respective importance or strength. The inputs are multiplied by these weights and summed up to form a total weighted input (Σg).
This sum is then passed through an activation function (AF), which determines the neuron's output based on the summed input.
The activation function decides how to transform the input into an output, like a threshold that needs to be crossed for the neuron to activate.
The output of each neuron can serve as an input to the neurons in the following layer
Feed-forward neural network:
neurons pass data sequentially - no feedback loops
final output is the vector
Recurrent neural network:
share feedback loops, recognizing sequential dependencies with intrinsic memory
constantly updating and adapting
Fire together = wire together, same time of activation = strengthened connection
PANN
no oscillating point attractions
used for associative memory
CANN
stabilized
multilayers
works as short term memory
Bistability: when a neuron can either be excitatory or inhibitory based on inputs
you need a good balance of excitation and inhibition to achieve stable states
Cognitive Control:
ability to focus on information that is currently relevant to a particular goal while inhibiting information that isn't relevant
Cognitive control is dependent on...
workingmemory, Inhibition and conflictmonitering
the proposed functions of cognitive control are...
attention
active maintenance
task switching
strategic retrieval
inhibition
performance monitering
Phineas gage:
Man who survived a metal bar through his skull mainly damaging his PFC. His attitude and social control changes
Inhibition tasks:
anti-saccade, go/no-go, countermanding, flanker, and stroop
anti-saccade: inhibiting a reflex to look at a target and instead look away
Go/no-go:
involves responding to frequent stimulus and then inhibition response to rare stimulus
Countermanding:
measures ability to inhibit a preplanned action after a stop signal
Flanker:
stimulus in the center is flanked by either same or different symbol causes the task to be incongruent or congruent
stroop:
naming the color of the word or reading the word itself (naming the color of the word is harder)
Neural recordings during inhibition:
Fef activity is involved but not necessary in express saccades
FEF activity is recorded during antisaccades aiding in the suppression of reflexive saccades
Frontal lobe lesions hinder the ability to suppress automatic saccades
Performance and conflict monitoring
SEF - pre saccade
Conflict and performance monitoring and error detection
Performance and conflict monitoring:
DLPFC - task rule and task preparation
Attention, inhibition and performance monitoring
Performance and conflict monitoring:
ACC - conflict monitoring
Specifically active during the stroop tasks during incongruent trails – highest activity measuring when incongruent follows incongruent stimulus
Race model:
Threshold that needs be crossed in order for action or saccade or decision to be inhibited or executed