A semiconductor device that has a semiconductor-oxide-nitride-oxide-semiconductor (SONOS) based non-volatile memory (NVM) array including NVM cells arranged in rows and columns, in which NVM transistors of the NVM cells are configured to store N×analog values corresponding to the N×levels of their drain current (I.sub.D) or threshold voltage (V.sub.T) levels, digital-to-analog (DAC) function that receives and converts digital signals from external devices, column multiplexor (mux) function that is configured to select and combine the analog value read from the NVM cells, and analog-to-digital (ADC) function that is configured to convert analog results of the column mux function to digital values and output the digital values.

When a memory cell is formed over a first fin and a low breakdown voltage transistor is formed over a second fin, the depth of a first trench for dividing the first fins in a memory cell region is made larger than that of a second trench for dividing the second fins in a logic region. Thereby, in the direction perpendicular to the upper surface of a semiconductor substrate, the distance between the upper surface of the first fin and the bottom surface of an element isolation region in the memory cell region becomes larger than that between the upper surface of the second fin and the bottom surface of the element isolation region in the logic region.

A semiconductor inference device that has a non-volatile memory (NVM) array including NVM cells arranged in rows and columns, in which each NVM cell comprises a charge trapping transistor configured to store one of N×analog values corresponding to N×levels of its drain current (ID) or threshold voltage (VT) levels, representing N×weight values for multiply accumulate (MAC) operations. The semiconductor inference device also includes digital-to-analog (DAC) function and multiplexor (mux) function configured to generate an analog MAC result based on the digital inputs converted results and the weight values read results, and analog-to-digital (ADC) function configured to convert the analog MAC result of the mux function to a digital value. Other embodiments of the semiconductor inference device and related methods and systems are also disclosed.

A flash memory device and its manufacturing method, which is related to semiconductor techniques. The flash memory device comprises: a substrate; and a memory unit on the substrate, comprising: a channel structure on the substrate, wherein the channel structure comprise, in an order from inner to outer of the channel structure, a channel layer, an insulation layer wrapped around the channel layer, and a charge capture layer wrapped around the insulation layer; a plurality of gate structures wrapped around the channel structure and arranged along a symmetry axis of the channel structure, wherein there exist cavities between neighboring gate structures; a support structure supporting the gate structures; and a plurality of gate contact components each contacting a gate structure. The cavities between neighboring gate structures lower the parasitic capacitance, reduce inter-gate interference, and suppress the influence from writing or erasing operations of nearby memory units.

A memory cell of a non-volatile memory includes a memory element. The memory element is a transistor. The memory element includes an asymmetric spacer. In the memory element, a channel under the wider part of the spacer is longer. When the program operation of the memory element is performed, more carriers are injected into a charge-trapping layer of the spacer through the longer channel. Consequently, the program operation of the memory element is performed more efficiently, and the time period of performing the program operation is reduced.

A field effect transistor construction includes a semiconductive channel core. A source/drain region is at opposite ends of the channel core. A gate is proximate a periphery of the channel core. A gate insulator is between the gate and the channel core. The gate insulator has local regions radially there-through that have different capacitance at different circumferential locations relative to the channel core periphery. Additional constructions, and methods, are disclosed.

An embodiment includes an apparatus comprising: a thin film transistor (TFT) comprising: source and drain contacts; first and second gate contacts: a semiconductor material, comprising a channel, between the first and second gate contacts; and a first dielectric layer, between the first and second gate contacts, to fix charged particles. Other embodiments are described herein.

A staggered memory cell architecture staggers memory cells on opposite sides of a shared bit line preserves memory cell density, while increasing the distance between such memory cells, thereby reducing the possibility of a disturb. In one implementation, the memory cells along a first side of a shared bit line are connected to a set of global word lines provided underneath the memory structure, while the memory cells on the other side of the shared bit line—which are staggered relative to the memory cells on the first side—are connected to global word lines above the memory structure.

The present disclosure includes multifunctional memory cells. A number of embodiments include a gate element, a charge transport element, a first charge storage element configured to store a first charge transported from the gate element and through the charge transport element, wherein the first charge storage element includes a nitride material, and a second charge storage element configured to store a second charge transported from the gate element and through the charge transport element, wherein the second charge storage element includes a gallium nitride material.

The present disclosure includes multifunctional memory cells. A number of embodiments include a charge transport element having an oxygen-rich silicon oxynitride material, a volatile charge storage element configured to store a first charge transported through the charge transport element, and a non-volatile charge storage element configured to store a second charge transported through the charge transport element, wherein the non-volatile charge storage element includes a gallium nitride material.