ASTIM_titration_batch.py
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	#!/usr/bin/env python
	# -- coding: utf-8 --
	# @Author: Theo Lemaire
	# @Date: 2017-02-13 18:16:09
	# @Email: theo.lemaire@epfl.ch
	# @Last Modified by: Theo Lemaire
	# @Last Modified time: 2017-09-06 16:13:05

	""" Run batch acoustic titrations of specific "point-neuron" models. """

	import os
	import logging
	import numpy as np
	from PointNICE.solvers import setBatchDir, checkBatchLog, titrateAStimBatch
	from PointNICE.plt import plotBatch

	# Set logging options
	logging.basicConfig(format='%(asctime)s %(message)s', datefmt='%d/%m/%Y %H:%M:%S:')
	logger = logging.getLogger('PointNICE')
	logger.setLevel(logging.DEBUG)

	# Channels mechanisms
	neurons = ['RS']

	# Stimulation parameters
	stim_params = {
	'freqs': [3.5e5], # Hz
	'amps': [100e3], # Pa
	'durations': [50e-3], # s
	'PRFs': [1e2], # Hz
	# 'DFs': [1.0]
	}

	# Select output directory
	try:
	batch_dir = setBatchDir()
	log_filepath, _ = checkBatchLog(batch_dir, 'A-STIM')
	except AssertionError as err:
	logger.error(err)
	quit()

	# Run titration batch
	pkl_filepaths = titrateAStimBatch(batch_dir, log_filepath, neurons, stim_params)
	pkl_dir, _ = os.path.split(pkl_filepaths[0])

	# Plot resulting profiles
	plotBatch(pkl_dir, pkl_filepaths, {'Q_m': ['Qm']})