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Electrical engineering and neuroscience are converging — here's where, and where it's headed.

Where the ideas crossed

Electrical engineering

  1. The artificial neuron1943●▲the neuron read as a thresholded sum of its inputs
  2. The voltage clamp1949●▼the ionic currents underlying the action potential
  3. Hebbian learning1949●▲Fire together, wire together
  4. The Hodgkin–Huxley model1952●▲▼circuit theory, returned as silicon neurons
  5. Receptive fields in visual cortex1962●▼microelectrodes and amplifiers quiet enough to isolate one cell
  6. The patch clamp1976●▼single ion channels became observable
  7. Transcranial magnetic stimulation1985●▼human motor cortex mapped non-invasively
  8. The silicon retina1988●▲the retina's habit of reporting only change
  9. Neuromorphic computing1990●▲the brain's spiking, event-driven efficiency
  10. Reward prediction error1997●▼error-driven control and the prediction it corrects
  11. Neuropixels probes2017●▼population dynamics across many areas simultaneously

Neuroscience

Each entry sits on the side it belongs to, with its counterpart across the line. ▼ engineering enabled it · ▲ biology inspired it · ▲▼ both ways

See the full timeline →

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