Patents by Inventor PO-HAO TSENG
PO-HAO TSENG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
-
Patent number: 12161056Abstract: The present disclosure, in some embodiments, relates to an integrated chip. The integrated chip includes a memory device arranged over an etch stop material over a substrate. The memory device includes a data storage structure disposed between a bottom electrode and a top electrode. A first interconnect via contacts an upper surface of the bottom electrode and a second interconnect via contacts an upper surface of the top electrode. An interconnect wire contacts a top of the first interconnect via. A third interconnect via contacts a bottom of the interconnect wire and extends through the etch stop material to a plurality of lower interconnects below the etch stop material.Type: GrantFiled: August 25, 2021Date of Patent: December 3, 2024Assignee: Taiwan Semiconductor Manufacturing Company, Ltd.Inventors: Chieh-Fei Chiu, Wen-Ting Chu, Yong-Shiuan Tsair, Yu-Wen Liao, Chin-Yu Mei, Po-Hao Tseng
-
Patent number: 12159672Abstract: A hybrid in-memory search (IMS) content addressable memory (CAM) cell includes: a first IMS CAM cell; and a second IMS CAM cell, coupled to the first IMS CAM cell. The first IMS CAM cell and the second IMS CAM cell are of different types. When the hybrid IMS CAM cell stores a storage data, the first IMS CAM cell stores a first part of the storage data and the second IMS CAM cell stores the storage data or a second part of the storage data.Type: GrantFiled: February 1, 2023Date of Patent: December 3, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Po-Hao Tseng, Yu-Hsuan Lin, Tian-Cih Bo, Feng-Min Lee, Yu-Yu Lin
-
Patent number: 12159673Abstract: A memory cell for an analog content-addressable memory is provided. The memory cell includes an N-type transistor, a P-type transistor, and a current control circuit. The gate of the N-type transistor is configured to receive a first input signal. The gate of the P-type transistor is configured to receive a second input signal. The current control circuit is coupled to at least one of the N-type transistor and the P-type transistor. The current control circuit is configured to generate at least one passing current. When the input voltages of the first input signal and the second input signal are within a matching range, the N-type transistor and the P-type transistor are turned on, and the passing current is substantially a fixed current value. The matching range is related to the threshold voltages of the N-type transistor and the P-type transistor, and the fixed current value.Type: GrantFiled: July 19, 2023Date of Patent: December 3, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Po-Hao Tseng, Feng-Min Lee, Ming-Hsiu Lee
-
Patent number: 12159671Abstract: An in-dynamic memory search device and an operation method thereof are provided. The in-dynamic memory search device includes at least one word line, at least two bit lines, at least one match line, at least one unit cell, at least two search lines, at least one pre-charge unit and at least one sense unit. The unit cell includes two storage elements and two search transistors. Each of the storage elements includes a write transistor and a read transistor. The write transistor is connected to the word line and one of the bit lines. The read transistor is connected to the write transistor and the match line. The search transistors are respectively connected to the read transistors. The search lines are respectively connected to the search transistors. The pre-charge unit is connected to the match line. The sense unit is connected to the match line.Type: GrantFiled: February 6, 2023Date of Patent: December 3, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Po-Hao Tseng, Feng-Min Lee, Yu-Hsuan Lin
-
Publication number: 20240386958Abstract: The application provides a content addressable memory (CAM) device and a method for searching and comparing data thereof. The CAM device comprises: a plurality of memory strings; and a sensing amplifier circuit coupled to the memory strings; wherein in data searching, a search data is compared with a storage data stored in the memory strings, the memory strings generate a plurality of string currents, the sensing amplifier circuit senses the string currents to generate a plurality of sensing results; based on the sensing results, a match degree between the search data and the storage data is determined as one of the follows: all-matched, partially-matched and all-mismatched.Type: ApplicationFiled: July 26, 2024Publication date: November 21, 2024Inventors: Po-Hao TSENG, Yu-Hsuan LIN, Feng-Min LEE, Yung-Chun LI
-
Publication number: 20240378144Abstract: A 3D search engine receives searches for application to word lines of a nonvolatile memory array. The engine uses two word lines per bit of information of the searches and two memory devices per bit of stored feature to search against, optionally enabling don't care and/or wildcard encoding. The engine uses respective bit lines of the nonvolatile memory array as respective matching lines for searching. Respective memory strings (e.g., NAND memory strings) of the nonvolatile memory array are usable to store respective data words, e.g., corresponding to features to search for. Respective pluralities of the memory strings are coupled in parallel to respective shared bit lines. Various encodings of features and searches enable exact, approximate, and range matching. The engine has applicability to comparing and sorting, in addition to searching in application areas such as artificial intelligence (AI) and big data.Type: ApplicationFiled: May 10, 2023Publication date: November 14, 2024Applicant: MACRONIX INTERNATIONAL CO., LTD.Inventors: Po-Hao TSENG, Ming-Hsiu LEE, Tian-Cih BO
-
Patent number: 12142319Abstract: A hybrid type content addressable memory for implementing in-memory-search and an operation method thereof are provided. The CAM includes a plurality of CAM strings and at least one sense amplifier circuit. Each of the CAM strings includes a plurality of CAM cells. The CAM cells store a plurality of existing data. The sense amplifier circuit is connected to the CAM strings. A plurality of search data are inputted to the CAM strings. A plurality of cell matching results obtained from the CAM cells in each of the CAM strings are integrated via an AND operation to obtain a string matching result. The string matching results obtained from the CAM strings are integrated via an OR operation.Type: GrantFiled: June 22, 2022Date of Patent: November 12, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Po-Hao Tseng, Tian-Cih Bo, Feng-Min Lee
-
Publication number: 20240370228Abstract: A system based on computational memory and memory systems, such as embodied in computational solid state drive (SSD) technology, as described herein, reduces processor utilization and/or bus bandwidth utilization. The system is enabled to perform computational techniques (e.g., searching, computing, and/or accessing) using resources of the computational SSDs, rather than processor and/or bus resources, thus reducing or minimizing information movement between processing elements and storage devices. Computational SSD technology enables managing, organizing, selecting, and analyzing ever increasing data volume in real time. A computational SSD is enabled to store and to operate on data locally, e.g., using resources of the computational SSD. Thus, processing, storage, and bandwidth requirements of a system are reduced by using the computational SSD.Type: ApplicationFiled: May 5, 2023Publication date: November 7, 2024Applicant: MACRONIX INTERNATIONAL CO., LTD.Inventor: Po-Hao TSENG
-
Publication number: 20240365541Abstract: The application discloses an integrated memory device, a manufacturing method and an operation method thereof. The integrated memory cell includes: a first memory cell; and an embedded second memory cell, serially coupled to the first memory cell, wherein the embedded second memory cell is formed on any one of a first side and a second side of the first memory cell.Type: ApplicationFiled: July 8, 2024Publication date: October 31, 2024Inventors: Yu-Hsuan LIN, Feng-Min LEE, Po-Hao TSENG
-
Publication number: 20240363164Abstract: The application provides a content addressable memory (CAM) cell, a CAM memory device and an operation method thereof, and a method for searching and comparing data. The CAM cell includes a first flash memory cell having a first terminal for receiving a first search voltage; and a second flash memory cell having a first terminal for receiving a second search voltage, a second terminal of the first flash memory cell electrically connected to a second terminal of the second flash memory cell, wherein the first flash memory cell and the second flash memory cell are serially connected; and a storage data of the CAM cell is based on a combination of a plurality of threshold voltages of the first flash memory cell and the second flash memory cell.Type: ApplicationFiled: July 8, 2024Publication date: October 31, 2024Inventors: Po-Hao TSENG, Feng-Min LEE, Ming-Hsiu Lee
-
Publication number: 20240355394Abstract: A memory device and associated operation method are provided. The operation method is applied to the memory device to determine whether a search input and in-memory data are matched. The memory device includes a memory array and a control circuit, and the memory array includes M*N memory cells. The operation method includes the following steps. A select voltage is applied to an n-th word line. A pass-through voltage is applied to (N?1) word lines. A first search voltage is applied to an m-th first bit-line, and a second search voltage is applied to an m-th second bit-line. An m-th first sensing current and an m-th second sensing current bit are selectively generated. Then, a sensing circuit in the control circuit generates a sensing circuit output. The sensing circuit output represents whether the m-th first sensing current and the m-th second sensing current are generated.Type: ApplicationFiled: June 21, 2024Publication date: October 24, 2024Inventors: Po-Hao TSENG, Feng-Min LEE, Yu-Hsuan LIN
-
Publication number: 20240339162Abstract: An encoding method is provided for a memory device which includes an in-memory search (IMS) array having several memory units. The memory units in a same horizontal row are coupled to a first driving circuit through corresponding word lines and coupled to a sensing circuit through a match signal line. Every 2N adjacent memory units in the same horizontal row are arranged as a memory cell. An original data of M-bits is encoded to an encoded data of 2N-bits with a first encoded area including the first to N-th bits of the encoded data and a second encoded area including the (N+1)-th to 2N-th bits of the encoded data. The M bits of the original data have an equivalent binary value increased by an incremental step which is P times of an incremental step for the N bits of the first encoded area.Type: ApplicationFiled: June 17, 2024Publication date: October 10, 2024Inventor: Po-Hao TSENG
-
Patent number: 12114514Abstract: A memory device and a method for manufacturing the memory device are provided. The memory device includes a stack and a plurality of memory strings. The stack is disposed on the substrate, and the stack includes a plurality of conductive layers and a plurality of insulating layers alternately stacked. The memory strings pass through the stack along a first direction, wherein a first memory string in the memory strings includes a first conductive pillar and a second conductive pillar, a channel layer, and a memory structure. The first conductive pillar and the second conductive pillar respectively extend along the first direction and are separated from each other. The channel layer is disposed between the first conductive pillar and the second conductive pillar. The memory structure surrounds the second conductive pillar, and the memory structure includes a resistive memory material.Type: GrantFiled: November 27, 2023Date of Patent: October 8, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Feng-Min Lee, Erh-Kun Lai, Dai-Ying Lee, Yu-Hsuan Lin, Po-Hao Tseng, Ming-Hsiu Lee
-
Patent number: 12094765Abstract: In an embodiment, a method includes: dispensing a first dielectric layer around and on a first metallization pattern, the first dielectric layer including a photoinsensitive molding compound; planarizing the first dielectric layer such that surfaces of the first dielectric layer and the first metallization pattern are planar; forming a second metallization pattern on the first dielectric layer and the first metallization pattern; dispensing a second dielectric layer around the second metallization pattern and on the first dielectric layer, the second dielectric layer including a photosensitive molding compound; patterning the second dielectric layer with openings exposing portions of the second metallization pattern; and forming a third metallization pattern on the second dielectric layer and in the openings extending through the second dielectric layer, the third metallization pattern coupled to the portions of the second metallization pattern exposed by the openings.Type: GrantFiled: January 17, 2022Date of Patent: September 17, 2024Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.Inventors: Ting-Chen Tseng, Sih-Hao Liao, Po-Han Wang, Yu-Hsiang Hu, Hung-Jui Kuo
-
Patent number: 12094534Abstract: The application provides a content addressable memory (CAM) memory device, a CAM cell and a method for searching and comparing data thereof. The CAM device includes: a plurality of CAM cells; and an electrical characteristic detection circuit coupled to the CAM cells; wherein in data searching, a search data is compared with a storage data stored in the CAM cells, the CAM cells generate a plurality of memory cell currents, the electrical characteristic detection circuit detects the memory cell currents to generate a plurality of sensing results, or the electrical characteristic detection circuit detects a plurality of match line voltages on a plurality of match lines coupled to the CAM cells to generate the plurality of search results; and the storage data is a single-bit multi-level storage data and/or the search data is a single-bit multi-level search data.Type: GrantFiled: September 1, 2023Date of Patent: September 17, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Yu-Hsuan Lin, Po-Hao Tseng
-
Patent number: 12069857Abstract: The application discloses an integrated memory device, a manufacturing method and an operation method thereof. The integrated memory cell includes: a first memory cell; and an embedded second memory cell, serially coupled to the first memory cell, wherein the embedded second memory cell is formed on any one of a first side and a second side of the first memory cell.Type: GrantFiled: August 23, 2021Date of Patent: August 20, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Yu-Hsuan Lin, Feng-Min Lee, Po-Hao Tseng
-
Patent number: 12068030Abstract: The application provides a content addressable memory (CAM) cell, a CAM memory device and an operation method thereof, and a method for searching and comparing data. The CAM cell includes a first flash memory cell having a first terminal for receiving a first search voltage; and a second flash memory cell having a first terminal for receiving a second search voltage, a second terminal of the first flash memory cell electrically connected to a second terminal of the second flash memory cell, wherein the first flash memory cell and the second flash memory cell are serially connected; and a storage data of the CAM cell is based on a combination of a plurality of threshold voltages of the first flash memory cell and the second flash memory cell.Type: GrantFiled: November 12, 2021Date of Patent: August 20, 2024Assignee: MACRONIX INTERNATIONAL CO., LTD.Inventors: Po-Hao Tseng, Feng-Min Lee, Ming-Hsiu Lee
-
Publication number: 20240274165Abstract: A memory device for performing in-memory-search. A search voltage corresponding to a search data is applied to the first signal lines. A plurality of second signal lines of the memory device generate output currents. The threshold voltage of each of the memory cells of the memory device corresponds to a stored data, the stored data is compared with the search data to obtain a comparison result. The output current reflects the comparison result. Values of the stored data and search data of the first memory cells are equal to values of the stored data and the search data of the second memory cells. The threshold voltage of the first memory cells is complementary to the threshold voltage of the second memory cells. The search voltage applied to the first memory cells is complementary to the search voltage applied to the second memory cells.Type: ApplicationFiled: February 10, 2023Publication date: August 15, 2024Inventors: Po-Hao TSENG, Tian-Cih BO, Feng-Min LEE
-
Publication number: 20240274164Abstract: A memory device and an in-memory search method thereof are provided. The in-memory search method includes: providing, in a first stage, a first voltage or a second voltage to a word line of at least one target memory cell according to a logical status of searched data, and reading a first current; providing, in a second stage, a third voltage or a fourth voltage to the word line of the at least one target memory cell according to the logical status of the searched data, and reading a second current; and obtaining a search result according to a difference between the second current and the first current.Type: ApplicationFiled: February 9, 2023Publication date: August 15, 2024Applicant: MACRONIX International Co., Ltd.Inventors: Po-Hao Tseng, Feng-Min Lee, Tian-Cih Bo
-
Publication number: 20240274199Abstract: A hyperdimensional computing device includes a non-volatile memory cell array and a first operation circuit. The non-volatile memory cell array is coupled to a plurality of first word lines. The non-volatile memory cell array has a plurality of memory cell groups, a plurality of first memory cells of each of the memory cell groups are coupled to a same first word line of the first word lines, and the memory cell groups respectively store a plurality of data vectors. The first operation circuit receives at least one of the data vectors through bit lines and generates a bundled data vector according to the at least one of the data vectors.Type: ApplicationFiled: February 9, 2023Publication date: August 15, 2024Applicant: MACRONIX International Co., Ltd.Inventors: Yu-Hsuan Lin, Po-Hao Tseng