Undergraduate Research Project:

Resistive Memory for Neuron-inspired

Computation

Darsen Lu (盧達生 )Assistant Professor, NCKU

darsenlu@mail.ncku.edu.tw

Undergraduate Research Seminar – IME Darsen Lu

Optical CharacterRecognition (OCR)

Mis-spelling

Undergraduate Research Seminar – IME Darsen Lu

Traditional v.s. Neuron-Inspired Computation

• Fast & Reliable• Large scale

• Low power • Fast pattern recognition

Undergraduate Research Seminar – IME Darsen Lu

Source: Scientific American

Undergraduate Research Seminar – IME Darsen Lu

Resistive Memory (RRAM)

Cell as Neurons

S. Park et al., IEDM 2012

Undergraduate Research Seminar – IME Darsen Lu

Undergraduate Research Project:

Resistive Memory for Optical Character Recognition

• TCAD simulation of Resistive Memory• Software: Sentaurus Device

• Resistive Memory SPICE Model• Software: Verilog-AMS Programming

• SPICE simulation of neuron circuits• Software: HSpice