def channel(x):
return x
def square(x):
return [x[0]*x[0]]
##
static_params = {'func': mult_3,
'in_dim': 3,
'out_dim': 3,
'train_len': 4.0,
'NperD': 84,
'length': 100.0,
'directory': 'trevor/learning/',
'learning': False}
func_name = 'Mult3'
if sharcnet:
ca.nengo.util.impl.NodeThreadPool.setNumThreads(0)
if testing:
tests = 2
else:
tests = 50
for i in range(tests):
net = plasticity.run_experiment(name='Control'+func_name+'_'+'%dN'%static_params['NperD'],**static_params)
net.network = None
'rate': 1e-7,
'NperD': 84,
'length': 100.0,
'decay': None,
'homeostasis': None,
'oja':False,
'directory': 'trevor/learning/',
'learning': True}
func_name = 'X1X2'
if sharcnet:
ca.nengo.util.impl.NodeThreadPool.setNumThreads(0)
if view:
static_params['directory'] = None
net = plasticity.run_experiment(name='Learn'+func_name,**static_params)
net.view()
else:
if param == 'all_tau' or param.startswith('t'):
lowest_val = 1.0
step = 10.0
elif param.startswith('a'): # also captures 'all_a'
lowest_val = 0.0
step = 5e-4
elif param == 'decay':
lowest_val = 0.0
step = 5e-9
elif param == 'homeostasis':
lowest_val = 5.0e-3
step = 5.0e-3
else: