Provided is a semiconductor device, including: a first electrode layer including a first wiring member and a second electrode layer including a second wiring member, the first electrode layer and the second electrode layer being disposed to face each other; a semiconductor element disposed in a gap between the first and second electrode layers, and electrically connected to the first and second electrode layers; and a via disposed in the gap between the first and second electrode layers, electrically connected to the first and second electrode layers, and configured to detect a state of the semiconductor element by being fractured at a predetermined temperature and losing electric connection.

A method of forming a semiconductor structure is provided. A layout of a substrate is provided. The layout includes a surface having an inner region and an outer region surrounding the inner region. An under bump metallurgy (UBM) pad region within the outer region is defined. The UBM pad region is partitioned into a first zone and a second zone, wherein the first zone faces towards a center of the substrate, and the second zone faces away from the center of the substrate. The substrate is provided according to the layout, wherein the providing of the substrate includes forming a conductive via in the substrate. The conductive via is disposed outside the second zone and at least partially overlaps the first zone from a top view perspective. A UBM pad is formed over the conductive via and within the UBM pad region.

A semiconductor device with an identification structure is provided. The semiconductor device includes a substrate and a metallization structure over the substrate. The metallization structure includes an interconnection region having a plurality of metal layers and an identification region isolated from the interconnection region. The identification region has an identification structure leveled with one of the metal layer. The identification structure includes at least one exposing recess and at least one exposing fuse. A method for manufacturing a semiconductor device with an identification structure and a method for tracing a production information of a semiconductor device are also provided.

Described is a packaging technology to improve performance of an AI processing system. An IC package is provided which comprises: a substrate; a first die on the substrate, and a second die stacked over the first die. The first die includes memory and the second die includes computational logic. The first die comprises a ferroelectric RAM (FeRAM) having bit-cells. Each bit-cell comprises an access transistor and a capacitor including ferroelectric material. The access transistor is coupled to the ferroelectric material. The FeRAM can be FeDRAM or FeSRAM. The memory of the first die may store input data and weight factors. The computational logic of the second die is coupled to the memory of the first die. The second die is an inference die that applies fixed weights for a trained model to an input data to generate an output. In one example, the second die is a training die that enables learning of the weights.

Described is a packaging technology to improve performance of an AI processing system. An IC package is provided which comprises: a substrate; a first die on the substrate, and a second die stacked over the first die. The first die includes memory and the second die includes computational logic. The first die comprises a ferroelectric RAM (FeRAM) having bit-cells. Each bit-cell comprises an access transistor and a capacitor including ferroelectric material. The access transistor is coupled to the ferroelectric material. The FeRAM can be FeDRAM or FeSRAM. The memory of the first die may store input data and weight factors. The computational logic of the second die is coupled to the memory of the first die. The second die is an inference die that applies fixed weights for a trained model to an input data to generate an output. In one example, the second die is a training die that enables learning of the weights.

The present application discloses a semiconductor device with a programmable unit and a method for fabricating the semiconductor device. The semiconductor device includes a substrate comprising a first region and a second region; a first semiconductor element positioned in the first region of the substrate; a second semiconductor element positioned in the first region of the substrate and electrically coupled to the first semiconductor element; and a programmable unit positioned in the second region and electrically connected to the first semiconductor element.

A method of forming a semiconductor device includes: forming first electrical components in a substrate in a first device region of the semiconductor device; forming a first interconnect structure over and electrically coupled to the first electrical components; forming a first passivation layer over the first interconnect structure, the first passivation layer extending from the first device region to a scribe line region adjacent to the first device region; after forming the first passivation layer, removing the first passivation layer from the scribe line region while keeping a remaining portion of the first passivation layer in the first device region; and dicing along the scribe line region after removing the first passivation layer.

A method of forming a semiconductor device includes: forming first electrical components in a substrate in a first device region of the semiconductor device; forming a first interconnect structure over and electrically coupled to the first electrical components; forming a first passivation layer over the first interconnect structure, the first passivation layer extending from the first device region to a scribe line region adjacent to the first device region; after forming the first passivation layer, removing the first passivation layer from the scribe line region while keeping a remaining portion of the first passivation layer in the first device region; and dicing along the scribe line region after removing the first passivation layer.

Embodiments herein may describe techniques for an integrated circuit including a FinFET transistor to be used as an antifuse element having a path through a fin area to couple a source electrode and a drain electrode after a programming operation is performed. A FinFET transistor may include a source electrode in contact with a source area, a drain electrode in contact with a drain area, a fin area including silicon and between the source area and the drain area, and a gate electrode above the fin area and above the substrate. After a programming operation is performed to apply a programming voltage between the source electrode and the drain electrode to generate a current between the source electrode, the fin area, and the drain electrode, a path may be formed through the fin area to couple the source electrode and the drain electrode. Other embodiments may be described and/or claimed.

In the present disclosure, a semiconductor structure includes an Mx-1 layer including a first dielectric layer and first metal features, wherein the first metal features include a first set of first metal features in a first region and a second set of first metal features in a second region, wherein the first set has a first pattern density and the second set has a second pattern density being greater than the first pattern density. The structure further includes a Vx layer disposed over the Mx-1 layer, the Vx layer including first vias contacting the first set of the first metal features. The structure further includes an Mx layer disposed over the Vx layer, the Mx layer including a fuse element, wherein the fuse element has a first thickness in the first region less than a second thickness in the second region.