The Fifth and Final Binding of Knowledge is Memory. Human and Computer.

The fifth and final binding of knowledge is memory. Human and computer memory are different types of binding, but still a binding, a transformation of original experience into a reduced form, a simpler and lesser representation, with error.

Human brains have short-term and long-term memory. Short-term memory works like a “scratch-pad” that allows for attention and processing at the same time. It is limited to about seven “chunks” of data. Long-term memory stores an unlimited amount of information almost indefinitely; forgetting is a problem of access.

In some ways, computer and human memory is similar. A computer has random access memory (RAM) that works like a scratch-pad. Similar to human short-term memory, RAM is a limited resource meant for temporary storage. A computer’s disk functions like long-term memory for indefinite storage. Binary encoding in computers is comparable to neural activation — a neuron either fires or it does not, depending on its activation and threshold.

The comparison is limited. Computer memory is mathematical and deterministic. The letter “A” is mapped to a number in an ASCII table, 65, and then encoded as binary, “01000001.” An image is converted to a pixel array and colours mapped to numbers. Audio is a signal that can be plotted on a graph. Language is a series of letters and video a series of images. Memories are precisely addressed and maintain state unless deliberately edited.

In contrast, human memory is non-deterministic. Memory is distributed throughout the cortex in a network of meaningful associations. Parallel processing is required for all mental functions. Replaying a memory changes it, adding the experience at the time of recall.

The fifth binding of memory has different types of error, depending on the system, human or computer. Humans forget things in seconds unless conscious effort is applied. Memories are constantly being rewritten. Remembering is really an act of creative remixing with new experience. Computer memory is deterministic, but at a price. The quality of the memories depend entirely on the hardware and software used to capture and encode the data. A program will deliver no more than it is explicitly instructed. Non-deterministic human memory can mean more error. A vital memory can be forgotten. But non-determinism is also a factor of sophisticated capability. For example, memories encoded in different parts of the brain allow retrieval through alternate pathways, very handy in the event of partial damage.

Read more:

http://www.human-memory.net

https://www.quora.com/How-does-a-computer-program-convert-different-types-of-data-like-images-or-text-files-into-binary-data

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