snngrow
使用说明:
安装
快速上手
教程
例子
引用
开源协议
APIS:
Neurons
Surrogate Gradicent
Learing rules
Utils
nn
snngrow
索引
索引
A
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B
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C
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D
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E
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F
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H
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I
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L
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M
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N
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P
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R
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S
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T
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V
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模
A
ATan(snngrow.base.surrogate.ATan 中的类)
B
backward()(snngrow.base.surrogate.ATan.ATan 静态方法)
backward()(snngrow.base.surrogate.Sigmoid.Sigmoid 静态方法)
BaseNode(snngrow.base.neuron.BaseNode 中的类)
BatchNorm2d(snngrow.base.nn.modules.norm 中的类)
C
cal_trace() (snngrow.base.learning.STDP.STDP 方法)
D
detach() (snngrow.base.neuron.BaseNode.BaseNode 方法)
E
extra_repr() (snngrow.base.neuron.BaseNode.BaseNode 方法)
extra_repr() (snngrow.base.neuron.LIFNode.LIFNode 方法)
extra_repr() (snngrow.base.surrogate.BaseFunction.SurrogateFunctionBase 方法)
F
forward() (snngrow.base.learning.STDP.STDP 方法)
forward() (snngrow.base.neuron.BaseNode.BaseNode 方法)
forward() (snngrow.base.nn.modules.norm.BatchNorm2d 方法)
forward() (snngrow.base.nn.modules.norm.LayerNorm 方法)
forward() (snngrow.base.surrogate.BaseFunction.SurrogateFunctionBase 方法)
H
hard_reset()(snngrow.base.neuron.BaseNode.BaseNode 静态方法)
I
IFNode(snngrow.base.neuron.IFNode 中的类)
L
LayerNorm(snngrow.base.nn.modules.norm 中的类)
LIFNode(snngrow.base.neuron.LIFNode 中的类)
M
make_tuple()(在 snngrow.base.utils 模块中)
memories() (snngrow.base.neuron.BaseNode.BaseNode 方法)
N
named_memories() (snngrow.base.neuron.BaseNode.BaseNode 方法)
neuronal_dynamics() (snngrow.base.neuron.BaseNode.BaseNode 方法)
neuronal_dynamics() (snngrow.base.neuron.IFNode.IFNode 方法)
neuronal_dynamics() (snngrow.base.neuron.LIFNode.LIFNode 方法)
neuronal_dynamics_decay_input()(snngrow.base.neuron.LIFNode.LIFNode 静态方法)
neuronal_dynamics_decay_input_reset0()(snngrow.base.neuron.LIFNode.LIFNode 静态方法)
neuronal_dynamics_no_decay_input()(snngrow.base.neuron.LIFNode.LIFNode 静态方法)
neuronal_dynamics_no_decay_input_reset0()(snngrow.base.neuron.LIFNode.LIFNode 静态方法)
neuronal_fire() (snngrow.base.neuron.BaseNode.BaseNode 方法)
neuronal_reset() (snngrow.base.neuron.BaseNode.BaseNode 方法)
P
parallel_optim_forward() (snngrow.base.neuron.BaseNode.BaseNode 方法)
primitive_function()(snngrow.base.surrogate.ATan.ATan 静态方法)
primitive_function()(snngrow.base.surrogate.BaseFunction.SurrogateFunctionBase 静态方法)
primitive_function()(snngrow.base.surrogate.Sigmoid.Sigmoid 静态方法)
R
register_memory() (snngrow.base.neuron.BaseNode.BaseNode 方法)
reset() (snngrow.base.learning.STDP.STDP 方法)
reset() (snngrow.base.neuron.BaseNode.BaseNode 方法)
reset()(在 snngrow.base.utils 模块中)
S
set_reset_value() (snngrow.base.neuron.BaseNode.BaseNode 方法)
set_spiking_mode() (snngrow.base.surrogate.BaseFunction.SurrogateFunctionBase 方法)
Sigmoid(snngrow.base.surrogate.Sigmoid 中的类)
simple_forward() (snngrow.base.neuron.BaseNode.BaseNode 方法)
snngrow.base.learning.STDP
模块
snngrow.base.neuron.BaseNode
模块
snngrow.base.neuron.IFNode
模块
snngrow.base.neuron.LIFNode
模块
snngrow.base.nn.modules.norm
模块
snngrow.base.surrogate.ATan
模块
snngrow.base.surrogate.BaseFunction
模块
snngrow.base.surrogate.Sigmoid
模块
snngrow.base.utils
模块
soft_reset()(snngrow.base.neuron.BaseNode.BaseNode 静态方法)
spiking_function()(snngrow.base.surrogate.ATan.ATan 静态方法)
spiking_function()(snngrow.base.surrogate.BaseFunction.SurrogateFunctionBase 静态方法)
spiking_function()(snngrow.base.surrogate.Sigmoid.Sigmoid 静态方法)
STDP(snngrow.base.learning.STDP 中的类)
SurrogateFunctionBase(snngrow.base.surrogate.BaseFunction 中的类)
T
training(snngrow.base.learning.STDP.STDP 属性)
training(snngrow.base.neuron.BaseNode.BaseNode 属性)
training(snngrow.base.neuron.IFNode.IFNode 属性)
training(snngrow.base.neuron.LIFNode.LIFNode 属性)
training(snngrow.base.nn.modules.norm.BatchNorm2d 属性)
training(snngrow.base.nn.modules.norm.LayerNorm 属性)
training(snngrow.base.surrogate.ATan.ATan 属性)
training(snngrow.base.surrogate.BaseFunction.SurrogateFunctionBase 属性)
training(snngrow.base.surrogate.Sigmoid.Sigmoid 属性)
V
v_float_to_tensor() (snngrow.base.neuron.BaseNode.BaseNode 方法)
模
模块
snngrow.base.learning.STDP
snngrow.base.neuron.BaseNode
snngrow.base.neuron.IFNode
snngrow.base.neuron.LIFNode
snngrow.base.nn.modules.norm
snngrow.base.surrogate.ATan
snngrow.base.surrogate.BaseFunction
snngrow.base.surrogate.Sigmoid
snngrow.base.utils