Catastrophic interference

Catastrophic interference, also known as catastrophic forgetting, is the tendency of an artificial neural network to completely and abruptly forget… (More)
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Highly Cited
2017
Highly Cited
2017
The ability to learn tasks in a sequential fashion is crucial to the development of artificial intelligence. Until now neural… (More)
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Review
2017
Review
2017
With the oil and gas industry growing rapidly, increasing the yield and profit require advances in technology for cost-effective… (More)
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Highly Cited
2007
2003
2003
Introduction Catastrophic forgetting vs. normal forgetting Measures of catastrophic interference Solutions to the problem… (More)
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Highly Cited
2001
Highly Cited
2001
As an extension of on-line learning, life-long learning challenges a system which is exposed to patterns from a changing… (More)
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2001
2001
The brain must be capable of achieving extraordinarily precise sub-millisecond timing with imprecise neural hardware. We discuss… (More)
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1994
1994
Biological sensorimotor systems are not static maps that transform input (sensory information) into output (motor behavior… (More)
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1993
1993
When modeling strictly sequential experimental memory tasks, such as serial list learning, connectionist networks appear to… (More)
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Highly Cited
1981
Highly Cited
1981
Abstruct-A new achievable rate region for the general interference channel which extends previous results is presented and… (More)
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