def init():
# import pdb;pdb.set_trace()
values = request.get_json()
values['neuron']['params'] = dict(zip(values['neuron']['params'].keys(), map(float, values['neuron']['params'].values())))
values['input']['params'] = dict(zip(values['input']['params'].keys(), map(float, values['input']['params'].values())))
nest.ResetKernel()
nest.SetKernelStatus({'rng_seeds': (int(values['kernel']['params']['rng_seeds']),)})
global neuron
neuron = nest.Create(values['neuron']['model'], values['neuron']['count'], params=values['neuron']['params'])
global input
input = nest.Create(values['input']['model'], params=values['input']['params'])
nest.Connect(input,neuron, 'all_to_all')
global mm
mm = nest.Create('multimeter', params={"record_from": recordables})
nest.Connect(mm,neuron, 'all_to_all')
nest.Simulate(values.get('simtime', 500.))
events = nest.GetStatus(mm,'events')[0]
nest.SetStatus(mm, {'n_events': 0})
return jsonify(data=dict([(x, hh.prep_multi(events, x)) for x in recordables]), values=values)
def simulate():
values = request.get_json()
values['input']['params'] = dict(zip(values['input']['params'].keys(), map(float, values['input']['params'].values())))
values['neuron']['params'] = dict(zip(values['neuron']['params'].keys(), map(float, values['neuron']['params'].values())))
nest.SetStatus(input, values['input']['params'])
nest.SetStatus(neuron, values['neuron']['params'])
nest.Simulate(1.)
events = nest.GetStatus(mm,'events')[0]
nest.SetStatus(mm, {'n_events': 0})
return jsonify(data=dict([(x, hh.prep_multi(events, x)) for x in recordables]), values=values)