cybertools/brain/state.py
helmutm 4d5d9239cc added brain package, a simple experimental proof-of-concept neural network implementation
git-svn-id: svn://svn.cy55.de/Zope3/src/cybertools/trunk@1257 fd906abe-77d9-0310-91a1-e0d9ade77398
2006-07-07 18:04:30 +00:00

54 lines
1.5 KiB
Python

#
# Copyright (c) 2006 Helmut Merz helmutm@cy55.de
#
# This program is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 2 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
#
"""
Base classes for state and state manipulations.
$Id$
"""
from zope.interface import implements
from cybertools.brain.interfaces import IState, IStateMerger, IStateTransformation
class State(object):
""" The state of a neuron.
"""
def __init__(self, level=1.0):
self.level = level
class StateTransformation(object):
def __init__(self, synapsis, factor=1.0):
self.synapsis = synapsis
self.factor = factor
def transform(self, state):
return State(state.level * self.factor)
class StateMerger(object):
def __init__(self, neuron):
self.neuron = neuron
def merge(self, state, senderStates):
state.level += sum(st.level for st in senderStates)