So how does learning work?
I've asked a lot of people how learning works and nearly every time the response is synaptic plasticity. It refers to the curious process by which synapses - connections between neurons - strengthen or weaken in response to co-occurring activity in neurons, and I probably hear about it more often than anything else in the neuroscience universe.
I've asked a lot of people how learning works and nearly every time the response is synaptic plasticity. It refers to the curious process by which synapses - connections between neurons - strengthen or weaken in response to co-occurring activity in neurons, and I probably hear about it more often than anything else in the neuroscience universe. Still, it's a bit odd, equivalent to asking a computer scientist how computer programs work and receiving an answer instead about how a transistor switches state. So how does learning actually work? Either the neuroscience community hasn't figured it ou
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related reading
- Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits | bioRxivbiorxiv.org
- Artificial Neural Nets Finally Yield Clues to How Brains Learn | Quanta Magazinequantamagazine.org
- A deep learning framework for neuroscience - PMCncbi.nlm.nih.gov
- Backpropagation and the brain | Nature Reviews Neurosciencenature.com
- Inferring neural activity before plasticity as a foundation for learning beyond backpropagation.mrcbndu.ox.ac.uk
- https://io0.github.ioio0.github.io
- Towards deep learning with segregated dendrites | eLifeelifesciences.org
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- The Brain vs. Deep Learning vs. Singularitytimdettmers.com
- A critique of pure learning and what artificial neural networks can learn from animal brains | Nature Communicationsnature.com
- Neuralink and the Brain's Magical Future — Wait But Whywaitbutwhy.com
- NL.pdfabehrouz.github.io