Abstract:
A flash memory device including multi-layered oxide for neuromorphic computing system is disclosed. According to embodiments, the flash memory device includes: a substrate; a channel layer disposed on the substrate; source/drain patterns disposed on both ends of the channel layer; a tunneling insulating layer disposed on the channel layer; a trapping layer disposed on the tunneling insulating layer and including a plurality of nitride layers; an intermediate barrier layer interposed within the trapping layer, and including an oxide layer, the oxide layer having a high dielectric constant; a blocking insulating layer disposed on the trapping layer; and an upper gate disposed on the blocking insulating layer.
Abstract:
Disclosed are a circuit for providing an artificial tactile neuron, and an apparatus for predicting a disease based on the circuit for providing an artificial tactile neuron. The circuit for providing an artificial tactile neuron according to an embodiment includes a piezoresistive device that receives pressure applied from an external object and changes a magnitude of resistance based on the pressure; and a switching device that changes a magnitude of resistance based on a voltage applied from an input voltage, wherein the pressure and a mechanical property of the external object are quantified from an output voltage set based on the input voltage and the voltage applied to the switching device.
Abstract:
A neuromorphic circuit according to example embodiments of inventive concepts includes a first neuron array including a plurality of neuron circuits generating a spike signal; a first synapse array including a plurality of first synapse circuits to process and output the spike signal transmitted from the first neuron array; a second synapse array including a plurality of second synapse circuits; a first connecting block positioned between the first synapse array and the second synapse array and connecting the first synapse array and the second synapse array in response to a control signal; and a control logic to generate the control signal. The neuromorphic circuit may easily expand the size of the synapse element array to a desired size by using a connecting block.
Abstract:
Embodiments are directed to a chalcogenide material-based filterless color image sensor, which includes a substrate, a first chalcogenide material layer formed on a substrate for a first color, a second chalcogenide material layer formed on the first chalcogenide material layer for a second color, and a third chalcogenide material layer formed on the second chalcogenide material layer for a third color.
Abstract:
The present disclosure relates to a nonlinearity compensation circuit for a memristive device. The circuit according to an embodiment includes at least one power source unit to apply an input pulse; a modulation unit connected to the at least one power source unit to adjust a pulse width of an update pulse to be applied to the memristive device; and the memristive device to which the modulated update pulse is applied.
Abstract:
Disclosed is a method for manufacturing a chalcogenide switching device includes forming a first electrode on a SOI substrate, forming a chalcogenide material composed of Gex and Se1-x formed on the first electrode, and forming a second electrode on the chalcogenide material, wherein the value x is greater than 0 and smaller than 1. A chalcogenide switching device manufactured by this method is also disclosed.
Abstract:
A flash memory device is provided. The flash memory device is disposed on a substrate, a channel layer made of a two-dimensional material, sources and drains disposed at both ends of the channel layer, a tunneling insulating layer having a first dielectric constant and a tunneling insulating layer disposed on the channel layer, a floating gate made of a two-dimensional material, a blocking insulating layer disposed on the floating gate and having a second dielectric constant greater than the first dielectric constant, and an upper gate disposed on the blocking insulating layer.
Abstract:
Embodiments of inventive concepts relate to a neuromorphic circuit including a flash memory-based spike regulator capable of generating a stable spike signal with a small number of devices. The neuromorphic circuit may generate a simple and stable spike signal using a flash memory-based spike regulator. Therefore, it is possible to implement a semiconductor neuromorphic circuit at low power and low cost by using the spike regulator of the present invention. Example embodiments of inventive concepts provide a neuromorphic circuit comprising a control signal generator for generating a control signal for generating a pulse signal; and a spike regulator for generating a spike signal in response to the control signal. Wherein the spike regulator comprises a first transistor for switching an input signal transmitted to one terminal to the other terminal in response to the control signal; and a first flash memory type transistor having a drain terminal connected to the other terminal of the first transistor and transferring the switched input signal to a source terminal as a spike signal.