GUM*02 tutorial session - UTSA, San Antonio, Texas
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GUM*02 tutorial session
UTSA, San Antonio, Texas
The problem:
Typical preliminary data set
Typical preliminary data set
Typical preliminary data set
Missing data?
Harsh reality
A different approach
How to modify parameters?
How to modify parameters?
match function
simple match function
waveform match function
other match functions
weight early spikes more
harder match functions
the data set
typical data set for neuron model
the process (1)
the process (2)
the process (3)
the process (4)
the process (5)
results (motivation)
parameter search methods
the shapes of space
genesis param search methods
conjugate gradient (CG)
no, really...
CG method: good and bad
genetic algorithm
genetic algorithm (2)
simulated annealing
simulated annealing(2)
comparing methods (1)
comparing methods (2)
comparing methods (3)
recommendations
genesis tutorial (1)
genesis tutorial (2)
Conclusions
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