Index

A

apply_cycle_variability() (in module memtorch.bh.nonideality.DeviceFaults) apply_device_faults() (in module memtorch.bh.nonideality.DeviceFaults) apply_endurance_model() (in module memtorch.bh.nonideality.Endurance)

apply_finite_conductance_states() (in module memtorch.bh.nonideality.FiniteConductanceStates) apply_non_linear() (in module memtorch.bh.nonideality.NonLinear) apply_nonidealities() (in module memtorch.bh.nonideality.NonIdeality) apply_retention_model() (in module memtorch.bh.nonideality.Retention)

C

Conv1d (class in memtorch.mn.Conv1d) Conv2d (class in memtorch.mn.Conv2d) Conv3d (class in memtorch.mn.Conv3d) Crossbar (class in memtorch.bh.crossbar.Crossbar)

current() (memtorch.bh.memristor.Data_Driven.Data_Driven method) (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) (memtorch.bh.memristor.LinearIonDrift.LinearIonDrift method) (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method) (memtorch.bh.memristor.VTEAM.VTEAM method)

D

Data_Driven (class in memtorch.bh.memristor.Data_Driven) Data_Driven2021 (class in memtorch.bh.memristor.Data_Driven2021) DeviceFaults (memtorch.bh.nonideality.NonIdeality.NonIdeality attribute) dg_dt() (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method)

Dict2Obj (class in memtorch.bh.StochasticParameter) DoubleColumn (memtorch.bh.crossbar.Crossbar.Scheme attribute) dRdt() (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) dxdt() (memtorch.bh.memristor.LinearIonDrift.LinearIonDrift method) (memtorch.bh.memristor.VTEAM.VTEAM method)

E

Endurance (memtorch.bh.nonideality.NonIdeality.NonIdeality attribute)

F

FiniteConductanceStates (memtorch.bh.nonideality.NonIdeality.NonIdeality attribute) forward() (memtorch.mn.Conv1d.Conv1d method) (memtorch.mn.Conv2d.Conv2d method) (memtorch.mn.Conv3d.Conv3d method) (memtorch.mn.Linear.Linear method) (memtorch.mn.RNN.RNN method)

G

gen_programming_signal() (in module memtorch.bh.crossbar.Program) gen_tiles() (in module memtorch.bh.crossbar.Tile)

get_resistance() (memtorch.bh.memristor.Memristor.Memristor method) gradual (memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM.OperationMode attribute), [1]

I

init_crossbar() (in module memtorch.bh.crossbar.Crossbar)

L

Linear (class in memtorch.mn.Linear)

LinearIonDrift (class in memtorch.bh.memristor.LinearIonDrift)

M

Memristor (class in memtorch.bh.memristor.Memristor) memtorch.bh.crossbar.Crossbar (module) memtorch.bh.crossbar.Program (module) memtorch.bh.crossbar.Tile (module) memtorch.bh.memristor.Data_Driven (module) memtorch.bh.memristor.Data_Driven2021 (module) memtorch.bh.memristor.LinearIonDrift (module) memtorch.bh.memristor.Memristor (module) memtorch.bh.memristor.Stanford_PKU (module) memtorch.bh.memristor.VTEAM (module) memtorch.bh.memristor.window (module) memtorch.bh.nonideality.DeviceFaults (module) memtorch.bh.nonideality.Endurance (module) memtorch.bh.nonideality.endurance_retention_models.conductance_drift (module), [1] memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM (module), [1] memtorch.bh.nonideality.FiniteConductanceStates (module)

memtorch.bh.nonideality.NonIdeality (module) memtorch.bh.nonideality.NonLinear (module) memtorch.bh.nonideality.Retention (module) memtorch.bh.Quantize (module) memtorch.bh.StochasticParameter (module) memtorch.map.Input (module) memtorch.map.Module (module) memtorch.map.Parameter (module) memtorch.mn.Conv1d (module) memtorch.mn.Conv2d (module) memtorch.mn.Conv3d (module) memtorch.mn.Linear (module) memtorch.mn.Module (module) memtorch.mn.RNN (module) model_conductance_drift() (in module memtorch.bh.nonideality.endurance_retention_models.conductance_drift), [1] model_endurance_retention() (in module memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM), [1] model_endurance_retention_gradual() (in module memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM), [1]

N

naive_map() (in module memtorch.map.Parameter) naive_program() (in module memtorch.bh.crossbar.Program) naive_scale() (in module memtorch.map.Input)

naive_tune() (in module memtorch.map.Module) NonIdeality (class in memtorch.bh.nonideality.NonIdeality) NonLinear (memtorch.bh.nonideality.NonIdeality.NonIdeality attribute)

O

OperationMode (class in memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM), [1]

P

patch_model() (in module memtorch.mn.Module) plot_bipolar_switching_behaviour() (in module memtorch.bh.memristor.Memristor) (memtorch.bh.memristor.Data_Driven.Data_Driven method) (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) (memtorch.bh.memristor.LinearIonDrift.LinearIonDrift method) (memtorch.bh.memristor.Memristor.Memristor method) (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method) (memtorch.bh.memristor.VTEAM.VTEAM method)

plot_hysteresis_loop() (in module memtorch.bh.memristor.Memristor) (memtorch.bh.memristor.Data_Driven.Data_Driven method) (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) (memtorch.bh.memristor.LinearIonDrift.LinearIonDrift method) (memtorch.bh.memristor.Memristor.Memristor method) (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method) (memtorch.bh.memristor.VTEAM.VTEAM method)

Q

quantize() (in module memtorch.bh.Quantize)

R

r_pn() (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) required() (in module memtorch.bh.nonideality.NonIdeality) resistance() (memtorch.bh.memristor.Data_Driven.Data_Driven method) (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method)

Retention (memtorch.bh.nonideality.NonIdeality.NonIdeality attribute) RNN (class in memtorch.mn.RNN)

S

s_pn() (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) scale_p_0() (in module memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM), [1] Scheme (class in memtorch.bh.crossbar.Crossbar) set_conductance() (memtorch.bh.memristor.Data_Driven.Data_Driven method) (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) (memtorch.bh.memristor.LinearIonDrift.LinearIonDrift method) (memtorch.bh.memristor.Memristor.Memristor method) (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method) (memtorch.bh.memristor.VTEAM.VTEAM method) simulate() (memtorch.bh.memristor.Data_Driven.Data_Driven method) (memtorch.bh.memristor.Data_Driven2021.Data_Driven2021 method) (memtorch.bh.memristor.LinearIonDrift.LinearIonDrift method) (memtorch.bh.memristor.Memristor.Memristor method) (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method) (memtorch.bh.memristor.VTEAM.VTEAM method)

simulate_matmul() (in module memtorch.bh.crossbar.Crossbar) SingleColumn (memtorch.bh.crossbar.Crossbar.Scheme attribute) Stanford_PKU (class in memtorch.bh.memristor.Stanford_PKU) StochasticParameter() (in module memtorch.bh.StochasticParameter) sudden (memtorch.bh.nonideality.endurance_retention_models.empirical_metal_oxide_RRAM.OperationMode attribute), [1]

T

T_current() (memtorch.bh.memristor.Stanford_PKU.Stanford_PKU method) Tile (class in memtorch.bh.crossbar.Tile) tile_matmul() (in module memtorch.bh.crossbar.Tile) tile_matmul_row() (in module memtorch.bh.crossbar.Tile) tiled_inference() (in module memtorch.bh.crossbar.Tile)

tune() (memtorch.mn.Conv1d.Conv1d method) (memtorch.mn.Conv2d.Conv2d method) (memtorch.mn.Conv3d.Conv3d method) (memtorch.mn.Linear.Linear method) (memtorch.mn.RNN.RNN method)

U

unpack_parameters() (in module memtorch.bh.StochasticParameter)

update() (memtorch.bh.crossbar.Crossbar.Crossbar method) update_array() (memtorch.bh.crossbar.Tile.Tile method)

V

VTEAM (class in memtorch.bh.memristor.VTEAM)

W

write_conductance_matrix() (memtorch.bh.crossbar.Crossbar.Crossbar method)