Wei-Yu Tsai

TL;DR: This paper proposes an approach to fundamentally advancing the nonvolatile computing paradigm by intrinsicallynonvolatile area-efficient latches and flip–flops designs using negative capacitance FET.

TL;DR: A relaxation oscillator based on the insulator-metal transition in vanadium dioxide (VO2) with record low DC input (peak) power of ~23 μW and a network of coupled VO2 oscillators with record number of elements (6 oscillators) which perform image processing functionalities in high dimensional space.

TL;DR: How a single class of device can be configured for these multiple use cases is discussed, and in-depth examination and analysis is provided for a case study of building coupled-oscillator systems using Hyper-FETs for image processing.

TL;DR: An end-to-end audio processing pipeline that is implemented entirely on a TrueNorth processor and designed to specifically leverage the highly-parallel, low-precision computing primitives TrueNorth offers is proposed and customize the energy-efficient deep neuromorphic networks structures that the design utilizes as the classifier.

TL;DR: The abrupt insulator-to-metal transition (IMT) in a prototypical IMT material, vanadium dioxide (VO2) is harnessed to experimentally demonstrate a compact integrate and fire spiking neuron and multiple spiking dynamics of the neuron relevant to implementing `winner take all' max pooling layers employed in image processing pipelines.