Title: Introduction Human Memory
 1IntroductionHuman Memory
13/02/2006, Annette Hohenberger
Baddeley, Alan (1999) Essentials of Human 
Memory. Hove Psychology Press. Chapter 1 What 
is memory Chapter 4 Learning 
 2Memory and Time
Future expectation, divination Present 
perception, conception (knowledge) Past 
Memory (Aristotle, ca. 350 b.c., On memory and 
reminiscence, http//psychclassics.yorku.ca/Aristo
tle/memory.htm) 
 3Memory and reminiscence IAristotle
- Only animals that perceive time and that can 
 distinguish a 'former' and a 'latter' remember.
- Memory always involves a 'presentation' and 
 therefore belongs to the primary faculty of
 sense-perception or to the faculty of conception.
- The act of perception 'imprints' upon the soul an 
 impression of the percept, like a physical
 impression with a seal.
- Do we remember the 'impressed affection' or 'the 
 objective thing' from which it was derived?--gt
 both
- '...the mnemonic presentation within us is 
 something which by itself is merely an object of
 contemplation, while, in-relation to somthing
 else, it is also a presentaion of that other
 thing.'
4Memory and reminiscence IIAristotle
- Memory ?Recollection Animals have memory but no 
 (conscious) recollection.
- Remembering does not imply recollection, but 
 recollection always memory (but false memory!)
- 'Recollection is the reinstatement in 
 consciousness of something which was there before
 but had disappeared...'
- Recollection is an inference, the result of an 
 investigation. Only beings capable of thinking
 for themselves ('faculty of deliberation') can
 remember.
- A memory which cannot be accessed immediately may 
 be recollected after some time, starting from a
 'mnemonic locus' and passing through other
 mnemonic loci until the wanted memory is found.
5Memory and reminiscence IIIAristotle
- Some strange ideas... 
- Recollection is a searching for an 'image' in a 
 corporeal substrate.
- Recollection 'sets up a process in a material 
 part, (...) in which resides the affection.'
 Around this part which is the organ of
 sense-perception, there is 'moisture' and this
 moisture is set in motion.
- Recollection instigates 'mnemonic movements which 
 have to keep true to a course if they are to find
 the image the person tries to remember.
- Children and old people have bad memories because 
 they have a lot of movement going on within them.
 Old people are in a process of decay children in
 one of growth.
6Memory and reminiscence IVAristotle
- Some even stranger ideas... 
- 'Those whose upper parts are abnormally large, as 
 is the case with dwarfs, have abnormally weak
 memory, as compared with their opposites, because
 of the great weight which they have resting upon
 the organ of perception, and because their
 mnemonic movements are, from the very first, not
 able to keep true to a course...'
7What couldn't we do if we had no memory? 
 8What is memory for?
- knowledge store 
- Learning 
- Planning and control of action 
- computation 
- language (processing, acquisition) 
- identity (individual and cultural) 
--gt integration of information from various 
sensory channels into a coherent view of the 
environment --gt building up knowledge about the 
world --gt memory is needed for any aspect of 
cognition and action  
 9Further questions about memory
- 
 10Memory and the environment
- Memory is only functional/advantageous if the 
 organism and the environment have certain
 characteristics
- The organism and the environment have to persist 
 in space and time (life time!)
- The environment is structured and predictable 
 --gt determinism vs. Indeterminism
- Neither fully predictable nor fully 
 unpredictable but in a medium range
- Neither maximally nor minimally entropic 
- The environment offers resources necessary for 
 the organism. Which resources?
- --gt embeddedness, systemic account of organism 
 and environment
11Memory and the environment
BUT there are organisms in our environment for 
which all these characteristics are true but 
which do not have memory at all or which have 
very limited memory --gt Memory is a 
cognitive characteristic --gt teleological, 
functional explanation is not satisfactory --gt 
psychophysical basis of memory 
 12Aplysia Aplysia californica, lumpfish (mollusc) 
is capable ofhabituation when it is siphon gets 
stimulated, the siphon and the gills are 
withdrawn. After repeated stimulation, this 
reaction ceases.Sensitization unpleasant 
stimulus to the tail enhances the withdrawal 
response when the siphon is stimulated.classical 
conditioning UCS strong stimulus to the 
tailUCR withdrawal of siphon and gillsCS 
light touch of siphon (normally does not lead to 
withdrawal of siphon and gills)CR withdrawal of 
siphon and gills UCS --gt UCR CS ---gt 
CRmechanism association of synaptic 
connections between nerve cells Bailey, C.H. 
and Kandel, E.R. (1995) Molecular and structural 
mechanisms underlying long-term memory. In M. 
Gazzaniga (Ed.), The cognitive neurosciences, 
19-36. Cmbridge, MA MIT Press. 
 13Synaptic connections
Donald Hebb (1949)--gt Hebb' synapse Hebb, Donald 
(1949) Organization of behavior. New York 
Wiley. 'Nervous cells that fire together wire 
together' Nervous cells build up synaptic 
connections and increase the strength between 
the synapses when they are frequently active 
simultaneously. What happens with nervous cells 
that do not wire with any others?
--gt atrophy, pruning 
 14Subcomponents of the memory processWhen memory 
fails... 
- Storing trace laid down but fades rapidly 
- Retrieval trace present but unaccessible 
- Registering no memory trace laid down 
- Problem differentiating between these 
 possibilities
15What kinds of memories are there?
- Memory is probably not unitary 
- -immediate sensory store 
- -short term memory/working memory 
- -long term memory 
- Implicit vs explicit memory 
- semantic/declarative vs procedural memory 
- what vs. how 
- Memory for different cognitive domains 
-  faces, numbers, language (names), 
- Memory in different sensory/motor modalities 
- visual, auditory, tactile, motor, 
16Taxonomy of memory(Tulving 1972)
 Types of memory working long-term (shor
t-term) explicit implicit episodi
c semantic procedural perceptual (event) 
 (fact) representional Tulving, Endel 
(1972). Episodic and semantic memory. 
Organization of memory. In E. Tulving and W. 
Donaldson. New York, Academic Press. 
 17The Atkinson and Shiffrin model (1968)
inson, R.C. And Shiffrin, R.M. (1968) Human 
memory A proposed system and its control 
processes. In K.W. Spence (Ed.), The psychology 
of learning and motivation Advances in reesearch 
and theory (pp. 89-195). New York Academic 
Press.ss. 
 18Sensory memories
  Iconic Memory (vision) Capacity 
Essentially that of the visual system (Sperling, 
1963)) Duration About 0.5 to 1.0 second 
 Processing None additional beyond raw 
perceptual processing Sperling, G. (1963) A 
model for visual memory tasks. Human Factors, 5, 
19-31.  Echoic Memory (hearing 
Capacity ???? Duration About 4 to 5 
seconds Processing None additional beyond 
raw perceptual processing --gt Benjamin's 
experiment 
 19Short-Term-Memory
Information that is attended to arrives in 
another temporary store called short-term or 
working memory.  Capacity About 7 plus or 
minus 2 "chunks" of information (Miller, 1956) 
  Duration About 18 to 20 seconds (Peterson  
Peterson, 1959)  Processing To hold 
information in STM, it is often encoded 
 verbally, although other strategies may also be 
used such as visualization. To hold Information 
in STM, it needs to be rehearsed. Miller, 
George A. (1956) The magical number seven, plus 
or minus two. Some limits on our capacity for 
processing information. Psychological Review, 63, 
81-97. Peterson, L.R. And Peterson, M.J. (1959) 
Short-term retention of individual verbal items. 
Journal of Experimental Psychology, 58, 193-198. 
 20Long-Term-Memory
Here are some properties of LTM  Capacity 
Virtually unlimited  Duration Up to a 
lifetime  Processing Information is 
organized according to meaning and is 
 associatively linked Capacity is unlimited 
in the sense that nobody seems to run out of the 
capacity to store new information, even if they 
live beyond 100 year 
 21 Hermann Ebbinghaus (1850-1909)
Learning and Memory
Ebbinghaus was the first to study memory 
systematically in experiments (on himself) How 
did he go about studying memory? Ebbinghaus, 
Hermann (1885) Über das Gedächtnis. 
Untersuchungen zur experimentellen Psychologie. 
Leipzig. 
 223 Methods of Ebbinghaus
Recall Free recall -- attempt to recall items 
of a list in any order - immediate - 
delayed Serial recall -- attempt to recall the 
list items in the order studied. 
 Recollection Given a large list of nonsense 
syllables try to recognize which of them had 
been on the list studied. Saving Rememorize 
the list (usually used after a long retention 
 interval, when neither recall nor recognition 
produce much evidence of prior learning). 
Compare the number of repetitions required 
to learn the list the first time to the number 
 required the second time.  
 23Free Recall
List of nonsense CVC-syllables WUX CAZ BIJ ZOL LE
F SOF GAN FUP VIB TEM Recall after different 
periods of time immediately, 20 min, 1 h, 9 h, 
1,2, 6 days How much of the material is 
retained/forgotten?  
 24R  e - t / S where R is memory retention, S is 
relative strength of memory and t is time. --gt 
exponential decay  
 25Serial position curve Effects Primacy and 
RecencyEbbinghaus was the first to discover the 
serial position curve -- the relation between the 
serial position of an item (its place in the 
list) and the ability to recall it. Items near 
the beginning of the list are easier to recall 
than those in the middle (the primacy effect). 
Those near the end of the list are also earier to 
recall than those in the middle (the recency 
effect.) These two effects together yield a curve 
that is roughly U - shaped. 
 26Role of sensory modality in immediate recall
The Recency effect is present only in immediate 
recall. Auditory gt visual modality --gt 
Benjamin's experiment 
 27Recognition
1. Presenting a list of items of target words 2. 
Presenting a list of items containing the target 
 as well as non-target words 3.Subjects have to 
decide which items were old and which items 
were new. --gt next experiment 
 28Saving
1. Presenting a list of CVC-nonsense syllables 2. 
Compare the number of repetitions required to 
learn the list the first time to the number 
required the second time. A handy measure is 
percent savings. For example, if it required 20 
trials to memorize the list, and only 10 trials 
to rememorize it, then this represents 50 
savings. --gt next experiment 
 29Recall vs. Recognition vs. Saving
Saving gt Recognition gt Recall Savings is the 
most sensitive test of memory, as it will 
indicate some residual effect of previous 
learning even when recall and recognition do 
not. Savings can be an effective memory test even 
after a long delay between learning and testing. 
 Sometimes Saving and Recognition are the only 
ways of testing memory, e.g. memory for smells. 
 30Rate of learning
Ebbinghaus also found the relation between the 
amount of time devoted to learning some material 
and the amount of learning/memory of this 
material Total time hypothesis The relation 
between amount learned and time spent learning 
is linear.
Method Savings Learning a list of nonsense 
syllables with varying number of 
repetitions Re-learning the list 1 day later How 
many learning trials would he need to re-learn 
the list? --gtThe more time he had spent on 
learning the original list the higher was the 
saving on the next day. 
 31Distributed practice
If the total amount of time spent on learning is 
distributed over more learning events, memory is 
better as if on a single or few learning 
event(s). --gt Distribution of practice effect 
 little and often 
 32Spaced presentation
If presented with a single item twice, what is 
more effective presentation in short 
succession or presentation after some 
interval? --gt spaced presentation But if the 
interval is too long, the (vocabulary) item might 
already be forgotten. However, it is more 
effective of remembering successfully for oneself 
rather than being provided with the item a second 
time. Solution Combination of spaced 
presentation and immediate recall 
 33Ideal Vocabulary learning
English Turkish 1-1 1 ? 2-2 2 ? 1 ? 2 
 ? 3- 3 3 ? 1 ? 2 ? 3 ? 4-4 4 ? 3
 ? 4 ? 1 ? 3 ? 2 ? 
 34Learning and arousal
In order to learn material explicitly, the 
organism has to be conscious With increasing 
anaesthesia, learning is impaired. But some 
implicit learning may still take 
place. Interaction of arousal x time 
elapsed For immediate recall For later recall
Explanation High level of arousal consolidates 
the memory trace, but only after some time. There 
is an immediate short-term penalty on 
high-arousal learning. 
 35Time of learning and time of recollection
 Interaction between time of the day when 
learning takes place and time of the day when the 
material is recollected. For immediate 
recall For later recall
Explanation Arousal increases during the day. It 
is still low in the morning (good for immediate 
recall) and gets higher in the afternoon (good 
for delayed recall). 
 36Repetition and learning
Repetition/rehearsal is important--gt total time 
hypothesis But for LTM the organization of the 
material is more important - meaning (gestalt), 
not superficial features meaning (deep 
processing) form/features (shallow 
processing) --gt levels of processing hypothesis 
(Craik and Lockhart 1972) 
 37Meaning and memory
-Those nonsense syllables which were more likely 
to be associated with a meaningful word were 
better learned. --gt meaning facilitates 
memory -Items of a list are better retained when 
they are embedded in a meaningful story. --gt 
experiment remembering a list of words in rote 
memory vs. in terms of a meaningful story -When 
we retell a story we had previously heard, we do 
this in terms of meaning and do not (cannot) 
recall the exact words.--gt Barlett (1932) --gtLTM 
retains material in terms of meaning Barlett, 
Frederick (1932) Remembering. Cambridge CUP. 
 38Learning and predictability
Verbal material that conforms to the transition 
probabilities between words in sentences is 
better retained than random material --gt 
predictability, redundancy --gt role of syntax 
binding together elements to form a higher order 
constituent --gt chunking (see Miller 1956, Short 
Term Memory) 
 39Learning and predictability
Cloze technique (Taylor 1953) Technique for 
testing the readability of a text. Inspired by 
the Gestalt Principle of Closure (tendency to add 
missing features so that a closed gestalt 
results). Parts of a story were systematically 
deleted (e.g., every 5th word). The amount of 
correctly guessed words was a reliable indicator 
of the text's readability. Taylor, Wilson 
(1953) Cloze procedure A new tool for 
measuring readability. Journalism Quaterly, 30 
(4), 415-433. 
 40Some Terminology