Python practice in Neuroscience
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The Driving Force
Electrophysiologist computing how hard an ion is pushed across the membrane.
membrane. Free with an account.
Hold the Line
Electrophysiologist predicting where a current clamp will hold the voltage.
membrane. Free with an account.
The Membrane Clock
New student timing how fast a cell responds to a current step.
membrane. Free with an account.
Stored Charge
Lab tech checking how much charge a patch of membrane holds.
membrane. Free with an account.
Count the Spikes
Simulation engineer running a LIF neuron under a current step.
integrate-fire, simulation. Free with an account.
Rate from the Interval
Analyst turning an inter-spike interval into an instantaneous firing rate.
coding. Free with an account.
Rate Readout
Recording technician converting a spike count into a firing rate.
integrate-fire. Free with an account.
Refractory Ceiling
Modeler estimating the fastest a neuron could possibly fire.
integrate-fire. Free with an account.
The Balance Point
Synaptic physiologist finding where excitation and inhibition balance.
synapse. Free with an account.
Channel Activation
Biophysicist evaluating a channel's steady-state activation curve.
channels. Free with an account.
Leak Audit
Modeler checking the leak current at a range of voltages.
hodgkin-huxley. Free with an account.
Sodium Gate
Channel biophysicist computing the open sodium conductance.
hodgkin-huxley. Free with an account.
The Hebb Update
Plasticity modeler applying the simplest correlation-based learning rule.
plasticity. Free with an account.
Stability Gate
Network analyst deciding whether a recurrent loop will blow up.
networks. Free with an account.
The Timing Window
Plasticity researcher computing the STDP weight change.
plasticity. Free with an account.
The Tuned Cell
Systems neuroscientist evaluating a neuron's tuning curve.
neural-coding. Free with an account.
The Euler Step
Simulation engineer advancing a membrane voltage one integration step.
integration. Free with an account.
Find the Rest State
Dynamicist locating a FitzHugh-Nagumo fixed point by bisection.
dynamics. Free with an account.
The Membrane Equation
Computational neuroscientist evaluating the Hodgkin-Huxley membrane equation.
hodgkin-huxley. Free with an account.
Read the Population
Decoding specialist reading a stimulus out of a population bump.
decoding. Free with an account.