Organic Learning

Organic Learning

Deep Discrete Neuron Network designed for Language Understanding Applications

Artificial Intelligence

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Description

Organic Learning will replace Deep Learning in all human language understanding and generation application. It learns human languages about as well as Deep Learning but does not require GPUs, cloud computing, or programming in anything like TensorFlow. It also learns 100x - 1000x faster than Deep Learning .

This is not an improvement of Deep Learning or LSTM. This is a new, original algorithm, very different from all Deep Learning family of algorithms. The system starts out empty and adds discrete software versions of neurons and synapses as it learns. There is no linear algebra, no TensorFlow, no SGD, no matrix multiplication. It's all neurons signaling neurons, as in brains, creating emergent Understanding of languages and the world.

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Links

Reductionism Considered Harmful article

Artificial Intuition - How to create Understanding Machines

Videos about Model Free Methods for AI

An Introduction to AI Epistemology

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Monica A. created project Organic Learning

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Organic Learning

Organic Learning will replace Deep Learning in all human language understanding and generation application. It learns human languages about as well as Deep Learning but does not require GPUs, cloud computing, or programming in anything like TensorFlow. It also learns 100x - 1000x faster than Deep Learning .

This is not an improvement of Deep Learning or LSTM. This is a new, original algorithm, very different from all Deep Learning family of algorithms. The system starts out empty and adds discrete software versions of neurons and synapses as it learns. There is no linear algebra, no TensorFlow, no SGD, no matrix multiplication. It's all neurons signaling neurons, as in brains, creating emergent Understanding of languages and the world.

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