eoscircuits.mbcircuits.NDComponents package¶

Submodules¶

eoscircuits.mbcircuits.NDComponents.APL module¶

class eoscircuits.mbcircuits.NDComponents.APL.APL(params_dict, access_buffers, dt, LPU_id=None, debug=False, cuda_verbose=False)[source]¶

Bases: neurokernel.LPU.NDComponents.NDComponent.NDComponent

accesses¶

list of input variables

Type: list

updates¶

list of output variables

Type: list

params¶

list of parameters

Type: list

params_default¶

default values of the parameters

Type: dict

internals¶

internal variables of the model and initial value

Type: OrderedDict

time_scale¶

scaling factor of the dt

Type: float

accesses = ['r']¶

get_update_func(dtypes)[source]¶

internals = {'g': 0.0}¶

maximum_dt_allowed()[source]¶

params = ['N']¶

params_default = {'N': 1.0}¶

run_step(update_pointers, st=None)[source]¶

time_scale = 1.0¶

updates = ['g']¶

eoscircuits.mbcircuits.NDComponents.KC module¶

class eoscircuits.mbcircuits.NDComponents.KC.KC(params_dict, access_buffers, dt, LPU_id=None, debug=False, cuda_verbose=False)[source]¶

Bases: neurokernel.LPU.NDComponents.NDComponent.NDComponent

accesses¶

list of input variables

Type: list

updates¶

list of output variables

Type: list

params¶

list of parameters

Type: list

params_default¶

default values of the parameters

Type: dict

internals¶

internal variables of the model and initial value

Type: OrderedDict

time_scale¶

scaling factor of the dt

Type: float

accesses = ['I']¶

get_update_func(dtypes)[source]¶

internals = {'r': 0.0}¶

maximum_dt_allowed()[source]¶

params = ['threshold']¶

params_default = {'threshold': 1.0}¶

run_step(update_pointers, st=None)[source]¶

time_scale = 1.0¶

updates = ['r']¶

eoscircuits.mbcircuits.NDComponents.KCDend module¶

class eoscircuits.mbcircuits.NDComponents.KCDend.KCDend(params_dict, access_buffers, dt, LPU_id=None, debug=False, cuda_verbose=False)[source]¶

Bases: neurokernel.LPU.NDComponents.NDComponent.NDComponent

accesses¶

list of input variables

Type: list

updates¶

list of output variables

Type: list

params¶

list of parameters

Type: list

params_default¶

default values of the parameters

Type: dict

internals¶

internal variables of the model and initial value

Type: OrderedDict

time_scale¶

scaling factor of the dt

Type: float

accesses = ['r', 'g']¶

get_update_func(dtypes)[source]¶

internals = {'I': 0.0}¶

maximum_dt_allowed()[source]¶

params = ['bias', 'gain']¶

params_default = {'bias': 1.0, 'gain': 1.0}¶

run_step(update_pointers, st=None)[source]¶

time_scale = 1.0¶

updates = ['I']¶

eoscircuits.mbcircuits.NDComponents.PN2KC module¶

class eoscircuits.mbcircuits.NDComponents.PN2KC.PN2KC(params_dict, access_buffers, dt, LPU_id=None, debug=False, cuda_verbose=False)[source]¶

Bases: neurokernel.LPU.NDComponents.NDComponent.NDComponent

accesses¶

list of input variables

Type: list

updates¶

list of output variables

Type: list

params¶

list of parameters

Type: list

params_default¶

default values of the parameters

Type: dict

internals¶

internal variables of the model and initial value

Type: OrderedDict

time_scale¶

scaling factor of the dt

Type: float

accesses = ['r']¶

get_update_func(dtypes)[source]¶

internals = {'I': 0.0}¶

maximum_dt_allowed()[source]¶

params = ['weight']¶

params_default = {'weight': 1.0}¶

run_step(update_pointers, st=None)[source]¶

time_scale = 1.0¶

updates = ['I']¶

Module contents¶

Additional NeuroDriver Components for MBcircuits