Introduction: Why Working Memory Is the Bottleneck of Intelligence

If intelligence were a computer, working memory would be the RAM. It is the cognitive system that holds information temporarily while you manipulate it -- doing mental arithmetic, following complex instructions, comprehending a paragraph, or reasoning through a problem. And just like RAM, when working memory is maxed out, everything slows down.

Working memory is not just important for cognition -- it is arguably the single strongest predictor of fluid intelligence. A landmark study by Engle et al. (1999) published in Psychonomic Bulletin and Review found that working memory capacity accounted for approximately 50% of the variance in fluid intelligence scores. In practical terms, if you strengthen your working memory, you improve the cognitive machinery that underpins IQ.

"Working memory is the ability to hold information in mind and work with it. It is the mental workspace where thinking happens." -- Alan Baddeley, cognitive psychologist who developed the most influential model of working memory

The good news: unlike many aspects of cognition, working memory is highly trainable. This article provides five specific, research-backed exercises with detailed instructions, expected outcomes, and the scientific evidence behind each one. Before you begin training, establish your baseline with our full IQ test or timed IQ test, both of which heavily engage working memory.


Understanding Working Memory: The Science

Baddeley's Model

The most widely accepted model of working memory, proposed by Alan Baddeley and Graham Hitch in 1974, identifies four components:

  1. The central executive -- directs attention and coordinates information from the other systems
  2. The phonological loop -- processes verbal and acoustic information (e.g., remembering a phone number)
  3. The visuospatial sketchpad -- handles visual and spatial information (e.g., mentally rotating an object)
  4. The episodic buffer -- integrates information from the other systems and links it to long-term memory

Each exercise in this article targets one or more of these components, providing comprehensive working memory training.

Capacity Limits

George Miller's famous 1956 paper established the "magical number seven, plus or minus two" as the capacity of short-term memory. However, modern research by Nelson Cowan (2001) has revised this estimate downward: working memory capacity is closer to 3 to 5 items in most adults, depending on task demands and individual differences.

This limited capacity is precisely why training matters. Even modest improvements -- holding 5 items instead of 4, or processing information 15% faster -- can produce noticeable gains in everyday cognitive performance and IQ test scores.

Working Memory Component Function Everyday Example Trainable?
Central executive Attention control, task switching Following a conversation while driving Yes, through dual-task training
Phonological loop Verbal rehearsal, sound processing Remembering a phone number just heard Yes, through digit span exercises
Visuospatial sketchpad Mental imagery, spatial reasoning Navigating a route from memory Yes, through visualization exercises
Episodic buffer Integration, long-term memory linking Understanding a story's plot across chapters Yes, through method of loci

Exercise 1: Dual N-Back Training

What It Is

The dual n-back task is the most extensively studied working memory exercise in cognitive science. Developed by Wayne Kirchner in 1958 and later adapted into its dual form by Susanne Jaeggi and colleagues, it requires you to simultaneously track two independent sequences -- typically a visual position sequence and an auditory letter sequence -- and identify when the current stimulus matches the one from n steps back.

Why It Works

A groundbreaking 2008 study by Jaeggi, Buschkuehl, Jonides, and Perrig published in Proceedings of the National Academy of Sciences found that participants who trained on the dual n-back task for 25 minutes a day over 19 days showed significant improvements in fluid intelligence -- the ability to solve novel problems -- as measured by Raven's Progressive Matrices. The improvement was dose-dependent: more training days produced larger gains.

"Our findings clearly show that training on a demanding working memory task can improve fluid intelligence. This is the first time that such a transfer effect has been demonstrated." -- Susanne Jaeggi, cognitive neuroscientist, University of California, Irvine

Step-by-Step Instructions

  1. Get a dual n-back app: Free options include Brain Workshop (desktop) or DNB-15 (mobile). Many platforms offer web-based versions as well.
  1. Start at n=2: You will see a square appearing in different positions on a 3x3 grid while simultaneously hearing letters spoken aloud. Press one button when the position matches where it was 2 steps ago. Press another button when the letter matches what you heard 2 steps ago.
  1. Session length: Each session consists of 20-25 trials. Complete 20-25 minutes of training per session.
  1. Progression: When you achieve 80% accuracy or higher at a given level, move up to n+1. If accuracy drops below 50%, move down one level.
  1. Frequency: Train 4-5 times per week for at least 4 weeks. The Jaeggi study used 19 days of training.

Expected Results

Training Duration Observed Improvement Source
8 days (25 min/day) Moderate gain in fluid intelligence Jaeggi et al., 2008
19 days (25 min/day) Significant gain in fluid intelligence Jaeggi et al., 2008
20 sessions over 5 weeks 10-20% improvement in working memory span Au et al., 2015 (meta-analysis)
No training (control group) No significant change Multiple studies

Important Caveats

The transferability of dual n-back training to general intelligence remains debated. A 2017 meta-analysis by Melby-Lervag, Redick, and Hulme found smaller transfer effects than earlier studies suggested. However, most researchers agree that the task reliably improves working memory capacity itself, even if broader intelligence transfer is more modest.


Exercise 2: Digit Span Training

What It Is

The digit span task is one of the oldest and most widely used measures of working memory. It appears in the Wechsler Adult Intelligence Scale (WAIS) -- the world's most commonly administered IQ test -- as a core subtest. The exercise involves hearing a sequence of digits and either repeating them back (forward span) or reciting them in reverse order (backward span).

Why It Works

Forward digit span primarily trains the phonological loop, while backward digit span engages the central executive because it requires mental manipulation of the sequence. Research by Klingberg et al. (2002) demonstrated that systematic digit span training, combined with other working memory tasks, produced improvements that transferred to non-trained tasks including reasoning and reading comprehension.

"Systematic training of working memory in children with ADHD led to significant improvements in working memory, response inhibition, and reasoning, suggesting that the underlying neural systems can be modified through training." -- Torkel Klingberg, neuroscientist, Karolinska Institute

Step-by-Step Instructions

Forward Digit Span:

  1. Have someone read a sequence of digits to you at a rate of one per second (or use an app)
  2. Start with 4 digits: e.g., "7-3-9-1"
  3. Immediately repeat the sequence back
  4. If correct, add one more digit to the next sequence
  5. Continue until you fail two consecutive sequences at the same length
  6. Record your maximum span

Backward Digit Span:

  1. Hear a sequence of digits: e.g., "4-8-2"
  2. Recite them in reverse order: "2-8-4"
  3. Start with 3 digits and increase as above
  4. This is significantly harder and more cognitively demanding

Sequencing Variant (Advanced):

  1. Hear a sequence: e.g., "7-3-9-1"
  2. Recite them in numerical order: "1-3-7-9"
  3. This engages both working memory and executive function

Training Protocol

  • Practice 10-15 minutes daily, alternating between forward, backward, and sequencing variants
  • Aim for 3-4 sessions per week minimum
  • Track your maximum span over time -- typical adults recall 7 digits forward and 5 backward
  • Set a goal of increasing your backward span by 1-2 digits over 4-6 weeks
Digit Span Type Average Adult Capacity Trains Which Component Difficulty
Forward 7 digits (range: 5-9) Phonological loop Moderate
Backward 5 digits (range: 3-7) Central executive + phonological loop High
Sequencing 5 digits (range: 3-7) Central executive + episodic buffer Very high

Exercise 3: The Method of Loci (Memory Palace)

What It Is

The method of loci -- also known as the memory palace technique -- is an ancient mnemonic strategy dating back to the Greek poet Simonides of Ceos around 500 BC. It involves mentally placing items to be remembered at specific locations along a familiar route (such as rooms in your house), then "walking" the route to retrieve them.

Why It Works

The method of loci exploits the brain's powerful spatial memory system, which is rooted in the hippocampus -- the same structure critical for forming new memories and supporting intelligence. A remarkable 2017 study by Dresler et al. published in Neuron compared memory athletes with normal controls and found that after just 6 weeks of memory palace training (30 minutes daily), ordinary participants could remember an average of 62 words from a 72-word list, compared to 36 words before training.

Perhaps most remarkably, fMRI scans showed that the trained participants' brain connectivity patterns had shifted to resemble those of world-class memory champions.

"After training, we see changes in brain connectivity. The brain starts to use the same network that we see in the top memory athletes. This shows that superior memory is a skill that can be learned." -- Martin Dresler, cognitive neuroscientist, Radboud University

Step-by-Step Instructions

  1. Choose your palace: Select a location you know extremely well -- your home, your route to work, your childhood school. You need to be able to visualize walking through it in vivid detail.
  1. Establish anchor points: Identify 10-20 specific locations within your palace in a fixed order. For a house: front door, coat rack, hallway table, living room couch, fireplace, kitchen sink, refrigerator, etc.
  1. Create vivid associations: To memorize a list, place each item at an anchor point using an exaggerated, unusual, or emotionally vivid mental image. Want to remember "elephant"? Imagine a full-sized elephant squeezed onto your couch, crushing it. The more absurd, the more memorable.
  1. Walk the route: To recall the list, mentally walk through your palace, visiting each anchor point in order. The images should trigger recall of each item.
  1. Build multiple palaces: As you master one palace, create additional ones for different types of information -- one for work tasks, one for study material, one for speeches.

Training Protocol

  • Start with a 10-item list and a well-known location
  • Practice recalling the list forward and backward
  • Gradually increase to 20, 30, and 50+ items
  • Time yourself: aim to encode each item in under 5 seconds
  • Practice 15-20 minutes daily for optimal improvement
Training Week Target List Length Encoding Speed Expected Recall Accuracy
Week 1-2 10-15 items 8-10 seconds per item 70-80%
Week 3-4 15-25 items 5-8 seconds per item 80-90%
Week 5-8 25-40 items 3-5 seconds per item 85-95%
Month 3+ 40-72 items 2-4 seconds per item 90%+

Exercise 4: Chunking and Strategic Encoding

What It Is

Chunking is the process of grouping individual pieces of information into larger, meaningful units. When you see the sequence "F-B-I-C-I-A-N-S-A" as three-letter acronyms (FBI-CIA-NSA) rather than nine individual letters, you are chunking. This strategy effectively multiplies working memory capacity by reducing the number of items that need to be maintained.

Why It Works

Herbert Simon, who won the Nobel Prize in Economics for his research on decision-making, demonstrated that chunking is fundamental to expert performance across domains. Chess grandmasters chunk board positions; musicians chunk notes into phrases; programmers chunk code into functional blocks. Research by Bor et al. (2003) showed that when participants discovered chunking patterns in sequences, their recall improved by approximately 20% and their prefrontal cortex showed reduced activation -- meaning the task became cognitively easier.

"The meaning of a chunk depends on the knowledge stored in the learner's long-term memory. For an expert, a chunk contains far richer information than it does for a novice." -- Herbert Simon, Nobel laureate and cognitive scientist

Step-by-Step Instructions

Number Chunking Exercise:

  1. Generate (or have an app generate) a random 12-digit number: e.g., 493827156034
  2. Group it into meaningful chunks: 493-827-156-034 (phone-number style) or 49-38-27-15-60-34 (pairs)
  3. Find patterns: 49 is 7 squared, 27 is 3 cubed, 15 is 3x5
  4. Create a narrative linking the chunks
  5. Recall the full number after a 30-second delay

Word List Chunking Exercise:

  1. Take a random list of 15-20 words
  2. Group them by category (animals, colors, tools, etc.)
  3. Create a sentence or story using one word from each category
  4. Recall the full list using your category structure

Advanced: Real-Time Chunking

  1. During meetings or lectures, practice organizing information in real-time into categories
  2. After the session, recall the key points using your organizational structure
  3. This trains the central executive to chunk spontaneously, which is exactly what IQ tests demand

Training Protocol

  • Practice 10-15 minutes daily with increasingly long sequences
  • Start with number chunking (concrete) and progress to abstract information
  • Track improvement by measuring how many items you can reliably recall after 30 seconds
  • Combine with the method of loci for maximum effect
Chunking Technique Best For Difficulty Level Expected Improvement
Pattern-based grouping Number sequences, codes Beginner 15-20% more items recalled
Category clustering Word lists, vocabulary Beginner 20-30% more items recalled
Narrative linking Speeches, presentations Intermediate 25-40% more items recalled
Hierarchical chunking Complex material, study notes Advanced 30-50% more items recalled

Exercise 5: Mindfulness-Based Working Memory Training

What It Is

Mindfulness meditation, when practiced with specific cognitive targets, functions as a direct training exercise for the central executive component of working memory. Unlike the popular conception of meditation as simple relaxation, attentional training meditation requires sustained, effortful focus -- precisely the cognitive skill that the central executive provides.

Why It Works

A 2010 study by Jha, Stanley, and Kiyonaga published in Emotion examined military personnel during a high-stress predeployment period. The group that completed an 8-week mindfulness training program maintained their working memory capacity, while the non-meditating control group showed a significant decline. This is particularly notable because stress typically degrades working memory -- the mindfulness training effectively inoculated participants against stress-induced cognitive impairment.

A 2013 study by Mrazek et al. published in Psychological Science found that just 2 weeks of mindfulness training improved working memory capacity and GRE reading comprehension scores by 16% while reducing mind-wandering.

"Mindfulness training may improve any aspect of cognition that has an attentional component. Given how pervasive attention is in mental life, this has far-reaching implications." -- Michael Mrazek, cognitive scientist, University of California, Santa Barbara

Step-by-Step Instructions

Breath Counting Exercise (Beginner):

  1. Sit comfortably with eyes closed
  2. Breathe naturally and count each exhale: 1, 2, 3... up to 10
  3. If you lose count or your mind wanders, note the distraction without judgment and restart at 1
  4. The goal is to reach 10 without losing count -- most beginners cannot do this initially
  5. Practice for 10-15 minutes daily

Sustained Attention to Breath (Intermediate):

  1. Focus exclusively on the physical sensation of breathing at one point: nostrils, chest, or abdomen
  2. Maintain continuous attention for the full session
  3. When attention wanders (it will), gently redirect it -- this act of redirection is the training
  4. Gradually increase session length from 10 to 20 to 30 minutes

Open Monitoring (Advanced):

  1. After building concentration, practice non-judgmental awareness of all experiences -- thoughts, sounds, sensations
  2. Notice when attention is pulled toward a particular thought, acknowledge it, and return to broad awareness
  3. This trains cognitive flexibility and the ability to disengage from distracting information -- a core working memory skill

Training Protocol

  • Start with 10 minutes daily of breath counting
  • After 2 weeks, transition to sustained attention for 15-20 minutes
  • After 4 weeks, begin incorporating open monitoring
  • Maintain a daily practice -- the research consistently shows that regularity matters more than duration
Mindfulness Technique Working Memory Component Trained Difficulty Minimum Duration for Effects
Breath counting Phonological loop, central executive Beginner 2 weeks (Mrazek et al., 2013)
Sustained attention Central executive, visuospatial sketchpad Intermediate 4-8 weeks (Jha et al., 2010)
Open monitoring Central executive, episodic buffer Advanced 8+ weeks (MBSR protocol)
Body scanning Visuospatial sketchpad, episodic buffer Intermediate 4-6 weeks

Integrating All Five Exercises: A Weekly Training Schedule

Consistency and variety are both essential for maximizing working memory gains. Here is a sample weekly protocol that incorporates all five exercises:

Day Exercise Duration Focus
Monday Dual n-back 25 minutes Fluid intelligence, dual-task processing
Tuesday Digit span + Chunking 15 + 10 minutes Phonological loop, strategic encoding
Wednesday Mindfulness meditation 20 minutes Central executive, attention control
Thursday Dual n-back 25 minutes Fluid intelligence, dual-task processing
Friday Method of loci 20 minutes Visuospatial memory, episodic buffer
Saturday Digit span (backward) + cognitive games 10 + 15 minutes Executive function, cognitive flexibility
Sunday Rest or light mindfulness 10 minutes optional Recovery, consolidation

Assessment schedule: Take our practice IQ test every 4 weeks and our full IQ test at baseline and after 12 weeks to track comprehensive cognitive changes.


The Science of Transfer: Will Working Memory Training Make You Smarter?

This is the most important -- and most debated -- question in the working memory training literature. Here is where the evidence stands.

What the Optimists Say

Jaeggi et al. (2008) demonstrated transfer from dual n-back training to fluid intelligence. Au et al. (2015) conducted a meta-analysis of 20 studies and found a small but significant effect of working memory training on fluid intelligence measures (g = 0.24). Proponents argue that strengthening the central executive -- the "CEO of the brain" -- necessarily improves performance across cognitive domains.

What the Skeptics Say

Melby-Lervag, Redick, and Hulme (2016) published a comprehensive meta-analysis finding that while working memory training reliably improves performance on trained tasks, transfer to untrained tasks (including IQ measures) is small and often not durable. They argue that much of the observed transfer may be attributable to placebo effects and expectation biases.

The Balanced View

"The truth about working memory training likely lies between the extremes. Training can improve specific aspects of working memory, and for individuals with low baseline capacity, these improvements may have meaningful real-world consequences." -- Randall Engle, cognitive psychologist, Georgia Institute of Technology

The most reasonable conclusion from the literature is:

  • Working memory training reliably improves working memory capacity itself
  • Transfer to fluid intelligence exists but is modest (typically 5-10% improvement)
  • Benefits are strongest for individuals with lower baseline working memory (more room to grow)
  • Combined training (multiple exercises targeting different components) produces better outcomes than single-task training
  • Lifestyle factors (sleep, exercise, nutrition) amplify training effects

Common Misconceptions About Working Memory Training

Misconception 1: Brain training apps will make you a genius. Commercial brain training companies have faced regulatory action for overclaiming. In 2016, Lumosity paid a $2 million settlement to the FTC for deceptive advertising. While their exercises can improve performance on those specific tasks, the transfer to general intelligence is limited. The exercises in this article are based on peer-reviewed research, not marketing claims.

Misconception 2: Working memory capacity is fixed. This was once the prevailing view, but neuroimaging studies have documented structural and functional brain changes following working memory training. Klingberg et al. (2002) showed increased prefrontal and parietal cortex activity after 5 weeks of training, and Dresler et al. (2017) demonstrated that memory palace training altered brain connectivity patterns.

Misconception 3: Multitasking strengthens working memory. Multitasking actually degrades working memory performance. Research by Ophir, Nass, and Wagner (2009) at Stanford found that heavy media multitaskers performed worse on working memory tasks than light multitaskers. The dual n-back is effective precisely because it requires integrated dual-task processing, not distracted task-switching.

Misconception 4: Working memory training benefits disappear immediately. Follow-up studies show that benefits can persist for 3-8 months after training cessation, though they do gradually diminish. Maintenance sessions (even just 1-2 times per week) can sustain improvements long-term.


Conclusion: Building a Better Mental Workspace

Working memory is the cognitive foundation upon which intelligence, learning, and complex reasoning are built. The five exercises presented here -- dual n-back, digit span, method of loci, chunking, and mindfulness -- target all four components of Baddeley's working memory model, providing comprehensive training that no single exercise can achieve alone.

The research is clear: consistent training produces measurable improvements in working memory capacity, and these improvements can translate to better performance on cognitive assessments and real-world tasks. The key principles are:

  • Consistency: Train 4-5 days per week, 15-25 minutes per session
  • Progressive difficulty: Always work at the edge of your ability
  • Variety: Rotate exercises to target all working memory components
  • Assessment: Track progress with our full IQ test or timed IQ test every 4-8 weeks
  • Lifestyle support: Prioritize sleep, exercise, and nutrition to amplify training effects

Start today. Choose one exercise, commit to a daily practice, and build from there. Your working memory -- and by extension, your fluid intelligence -- will thank you.


References

  1. Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Perrig, W. J. (2008). Improving fluid intelligence with training on working memory. Proceedings of the National Academy of Sciences, 105(19), 6829-6833.
  1. Au, J., Sheehan, E., Tsai, N., Duncan, G. J., Buschkuehl, M., & Jaeggi, S. M. (2015). Improving fluid intelligence with training on working memory: A meta-analysis. Psychonomic Bulletin and Review, 22(2), 366-377.
  1. Melby-Lervag, M., Redick, T. S., & Hulme, C. (2016). Working memory training does not improve performance on measures of intelligence or other measures of "far transfer." Perspectives on Psychological Science, 11(4), 512-534.
  1. Dresler, M., Shirer, W. R., Konrad, B. N., et al. (2017). Mnemonic training reshapes brain networks to support superior memory. Neuron, 93(5), 1227-1235.
  1. Klingberg, T., Forssberg, H., & Westerberg, H. (2002). Training of working memory in children with ADHD. Journal of Clinical and Experimental Neuropsychology, 24(6), 781-791.
  1. Mrazek, M. D., Franklin, M. S., Phillips, D. T., Baird, B., & Schooler, J. W. (2013). Mindfulness training improves working memory capacity and GRE performance while reducing mind wandering. Psychological Science, 24(5), 776-781.
  1. Jha, A. P., Stanley, E. A., Kiyonaga, A., Wong, L., & Gelfand, L. (2010). Examining the protective effects of mindfulness training on working memory capacity and affective experience. Emotion, 10(1), 54-64.
  1. Engle, R. W., Tuholski, S. W., Laughlin, J. E., & Conway, A. R. (1999). Working memory, short-term memory, and general fluid intelligence: A latent-variable approach. Journal of Experimental Psychology: General, 128(3), 309-331.
  1. Baddeley, A. D., & Hitch, G. (1974). Working memory. In G. H. Bower (Ed.), The Psychology of Learning and Motivation (Vol. 8, pp. 47-89). Academic Press.
  1. Cowan, N. (2001). The magical number 4 in short-term memory: A reconsideration of mental storage capacity. Behavioral and Brain Sciences, 24(1), 87-114.