Row 69637

Row ID: 69637 | Dataset Entry | Axioma AXP Content Repository

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Gradients? Is it even possible? I know that even Spiking Neural Networks, which differ in multiple aspects from biological equivalents, do NOT learn by gradient-bases methods. Simply because a spike signal is discrete and thus not continuously differentiable w.r.t. neuron inputs.

Really curious to know how gradients might work in biological systems.

FieldValue
text Gradients? Is it even possible? I know that even Spiking Neural Networks, which differ in multiple aspects from biological equivalents, do NOT learn by gradient-bases methods. Simply because a spike signal is discrete and thus not continuously differentiable w.r.t. neuron inputs. Really curious to know how gradients might work in biological systems.
label r/machinelearning
dataType comment
communityName r/MachineLearning
datetime 2024-05-23
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Raw Record

{
  "text": "Gradients? Is it even possible? I know that even Spiking Neural Networks, which differ in multiple aspects from biological equivalents, do NOT learn by gradient-bases methods. Simply because a spike signal is discrete and thus not continuously differentiable w.r.t. neuron inputs.\n\n\nReally curious to know how gradients might work in biological systems.",
  "label": "r/machinelearning",
  "dataType": "comment",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-23",
  "username_encoded": "Z0FBQUFBQm5Lak1lZzY2cnV3RzVNdjZnallqMU92VUlSWW1uNUxDaXlPTjk4Rk4tTExxRjV6WkUwS0lDTnBzQnNUMUVtd1p3dDUtZS1NYlpyZ0ctRWJuN3hRUGdfdFJ1ZEdndFlHYjkxY1NsMUNKM29XM3g1S2M9",
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}
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