Welcome to Memristor Crossbar Training class’s documentation!

Getting Started:

• Memristor Crossbar Training Class
• Project Structure
• Installation
• Usage
• Features
• Contributing
• Appendix
  • Neuromorphic Computing
  • Metal-Oxide Memristors Crossbars
  • Training Algorithm
  • Python Simulation
  • Examples
  • References

Documentation:

• Memristor_Crossbar Documentation
  • Memristor_Crossbar
    • Memristor_Crossbar.activation_function()
    • Memristor_Crossbar.activation_function_derivative()
    • Memristor_Crossbar.all_conductances
    • Memristor_Crossbar.all_delta_ij
    • Memristor_Crossbar.all_errors
    • Memristor_Crossbar.beta
    • Memristor_Crossbar.calculate_DeltaW_ij()
    • Memristor_Crossbar.calculate_Delta_ij()
    • Memristor_Crossbar.calculate_delta_i()
    • Memristor_Crossbar.calculate_hardware_currents()
    • Memristor_Crossbar.calculate_logic_currents()
    • Memristor_Crossbar.check_convergence()
    • Memristor_Crossbar.conductance_data
    • Memristor_Crossbar.conductance_init()
    • Memristor_Crossbar.conductances
    • Memristor_Crossbar.convergence_criterion()
    • Memristor_Crossbar.custom_shift()
    • Memristor_Crossbar.division_factor
    • Memristor_Crossbar.epochs
    • Memristor_Crossbar.errors
    • Memristor_Crossbar.experimental_data()
    • Memristor_Crossbar.fit()
    • Memristor_Crossbar.logic_currents
    • Memristor_Crossbar.max_value
    • Memristor_Crossbar.min_value
    • Memristor_Crossbar.multiplication_factor
    • Memristor_Crossbar.negative_target
    • Memristor_Crossbar.num_elements
    • Memristor_Crossbar.number_of_columns
    • Memristor_Crossbar.number_of_neurons
    • Memristor_Crossbar.number_of_rows
    • Memristor_Crossbar.plot_conductances()
    • Memristor_Crossbar.plot_error()
    • Memristor_Crossbar.plot_final_weights()
    • Memristor_Crossbar.plot_results()
    • Memristor_Crossbar.plot_weights()
    • Memristor_Crossbar.positive_target
    • Memristor_Crossbar.predict()
    • Memristor_Crossbar.predictions
    • Memristor_Crossbar.result
    • Memristor_Crossbar.save_data()
    • Memristor_Crossbar.saved_correct_conductances
    • Memristor_Crossbar.shift_lognormal()
    • Memristor_Crossbar.shifts
    • Memristor_Crossbar.test_set_width
    • Memristor_Crossbar.total_error()
    • Memristor_Crossbar.training_set_width
    • Memristor_Crossbar.update_weights()
    • Memristor_Crossbar.visualize_graphs()
    • Memristor_Crossbar.voltage_array()
• Memristor_Crossbar_test Documentation
• experimental_conductances Documentation
  • load_conductance_data()
• training_simulation Documentation
  • define_testing_data()
  • define_testing_outputs()
  • define_training_data()
  • define_training_outputs()
  • setup_logging()

Indices and tables

• Index

• Module Index