A semiconductor memory device includes a substrate with a cell array region, a first interface region, and a second interface region, the cell array region being provided with active regions, bit lines on the cell array region and the second interface region, dielectric patterns on top surfaces of the bit lines and extending along the top surfaces of the bit lines and further extending onto the first interface region, a device isolation pattern on the substrate, and including a first portion on the cell array region and a second portion on the first interface region, the first portion defining the active regions, the second portion being provided with first recesses, and each first recess being disposed between two adjacent dielectric patterns, and first sacrificial semiconductor patterns disposed on the first interface region and in the first recesses. The first sacrificial semiconductor patterns include polycrystalline silicon.

A semiconductor device according to an embodiment includes: a stacked body including a plurality of first conductive films stacked via an inter-layer insulating film;

a first conductive body contacting the stacked body to extend in a stacking direction; and a plurality of first insulating films in the same layers as the first conductive films and disposed between the first conductive body and the first conductive films, the first conductive body including a projecting part that projects along tops of one of the first insulating films and one of the first conductive films, and a side surface of the projecting part contacting an upper surface of the one of the first conductive films.

A semiconductor memory device according to an embodiment includes a memory cell array and a contact unit. The contact unit connects the memory cell array to a conductive layer and a contact. The contact unit includes a descending unit and an ascending unit. The descending unit includes a plurality of terrace parts descending in a first direction away from the memory cell array. The ascending unit is adjacent to the descending unit in a second direction perpendicular to the first direction. The ascending unit includes a plurality of terrace parts ascending in the first direction. The contact arranged in the terrace part of the descending unit and the contact arranged in the terrace part of the ascending unit are arranged in the second direction.

To provide more test data during the manufacture of non-volatile memories and other integrated circuits, machine learning is used to generate virtual test values. Virtual test results are interpolated for one set of tests for devices on which the test is not performed based on correlations with other sets of tests. In one example, machine learning determines a correlation study between bad block values determined at die sort and photo-limited yield (PLY) values determined inline during processing. The correlation can be applied to interpolate virtual inline PLY data for all of the memory dies, allowing for more rapid feedback on the processing parameters for manufacturing the memory dies and making the manufacturing process more efficient and accurate. In another set of embodiments, the machine learning is used to extrapolate limited metrology (e.g., critical dimension) test data to all of the memory die through interpolated virtual metrology data values.

A semiconductor device includes a stacked film including a plurality of electrode layers and a plurality of insulating layers alternately stacked in a first direction and a columnar portion including a charge storage layer and a first semiconductor layer and extending in the first direction in the stacked film. The device further includes a second semiconductor layer provided on the stacked film and the columnar portion, and at least a part of regions in the second semiconductor layer contains phosphorus having an atomic concentration of 1.0×10.sup.21/cm.sup.3 or more and hydrogen having an atomic concentration of 1.0×10.sup.19/cm.sup.3 or less.

A semiconductor memory device according to an embodiment includes: a semiconductor layer extending in a first direction; a first gate electrode layer; a charge storage layer between the semiconductor layer and the first gate electrode layer, the charge storage layer containing a first element, a second element, and oxygen, the first element being at least one element selected from the group consisting of hafnium and zirconium, and the second element being at least one element selected from the group consisting of nitrogen and aluminum; a first insulating layer between the charge storage layer and the first gate electrode layer; and a second insulating layer between the semiconductor layer and the first gate electrode layer, the second insulating layer containing silicon and nitrogen, the second insulating layer surrounding the charge storage layer in a cross section that being parallel to the first direction and including the charge storage layer.

Semiconductor structures and methods for crystalline junctionless transistors used in nonvolatile memory arrays are introduced. Various embodiments in accordance with this disclosure provide a method of fabricating a monolithic 3D cross-bar nonvolatile memory array with low thermal budget. The method incorporates crystalline junctionless transistors into nonvolatile memory structures by transferring a layer of doped crystalline semiconductor material from a seed wafer to form the source, drain, and connecting channel of the junctionless transistor.

Techniques herein include methods of forming circuits by combining multiple substrates. High voltage devices are fabricated on a first wafer, and low voltage devices and/or memory are then fabricated on a second wafer and/or third wafer.

Disclosed are novel structures and methods for 3D NVM built with vertical transistors above a logic layer. A first embodiment has a conductive film under the transistors and serving as a common node in a memory block. The conductive film may be from a semiconductor layer used to build the transistors. Metal lines are disposed above the transistors for connection through 3D vias to underlying circuitry. Contact plugs may be formed between transistors and metal lines. The conductive film may be coupled to underlying circuitry through contacts on the conductive film or through interconnect vias underneath the film. A second embodiment has conductive lines disposed under the transistors. Either of conductive lines and metal lines may serve as source lines and the other as bit lines for the memory. For low parasitic resistances, the conductive lines may be shorted to bypass metal lines residing in underlying logic layer.

The present disclosure may provide a semiconductor device having a stable structure and a low manufacturing degree of the difficulty. The device may include conductive layers and insulating layers which are alternately stacked; a plurality of pillars passing through the conductive layers and the insulating layers; and a plurality of deposition inhibiting patterns, each deposition inhibiting pattern being formed along a portion of an interface between a side-wall of each of the pillars and each of the conductive layers and along a portion of an interface between each of the insulating layers and each of the conductive layers.