Researchers from Skoltech have developed a mathematical model showing that memory functions most effectively in a seven-dimensional space.
Their findings suggest that both humans and artificial intelligence could learn and recall better when processing information through seven senses rather than just five.
A new understanding of memory

The researchers discovered a mathematical connection between memory, senses, and intelligence, indicating that seven may be the optimal number of senses.
The seven senses

The seven senses often mentioned in modern neuroscience and education (in addition to the classical five) are:
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- The visual sense (sight) – detects light, colors, shapes, and movement.
- The auditory sense (hearing) – perceives sounds, tones, and vibrations.
- The olfactory sense (smell) – detects scent molecules in the air.
- The gustatory sense (taste) – identifies flavors such as sweet, sour, salty, bitter, and umami.
- The tactile sense (touch) – registers contact, pressure, temperature, and pain.
- The vestibular sense (balance) – controls orientation, movement, and equilibrium through the inner ear.
- Proprioception (body awareness) – provides a sense of the body’s position, movement, and muscle tension without relying on vision.
A mathematical look at memory

The new model examines how information is encoded and stored in the brain, aiming to uncover the fundamental mechanisms behind learning and recall.
Inspired by earlier research

The project builds on a long scientific tradition that began in the early 20th century, focusing on the brain’s basic memory units known as engrams.
What is an engram

An engram consists of a network of neurons that fire together and represent a specific concept or experience.
Memory as a sensory space

According to the model, each memory can be represented as an object in a multidimensional space, where each dimension corresponds to a sensory experience such as sight, smell, or taste.
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The banana example

The concept of a banana, for example, can be described through its appearance, smell, and taste, forming a five-dimensional object in the brain’s mental space.
Learning and forgetting

Engrams evolve over time depending on how often they are activated by sensory input, mirroring how we learn and forget through experience.
Seven as the magic number

When each concept is characterized by seven features instead of five or eight, the brain can store the highest number of distinct memories.
Possible future senses

The team speculates that future humans might evolve new senses, such as the ability to perceive magnetic fields or radiation.
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Implications for artificial intelligence

The results could influence the design of robots and AI systems seeking to replicate humanlike learning and memory.
This article is based on information from ScienceDaily.com.
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