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Nand

In digital electronics, a is a that produces a low (false) output only when all of its inputs are high (true), otherwise yielding a high output, effectively combining an AND operation with subsequent . As a universal gate, any other fundamental —including , NOT, NOR, XOR, and XNOR—can be realized using combinations of NAND gates alone, enabling the construction of arbitrary functions without additional types. This property, rooted in its , underpins the design of all modern digital circuits, processors, and memory systems, where NAND-based implementations optimize for manufacturing efficiency, scalability, and minimal transistor count in complementary metal-oxide-semiconductor () technology.

Computing

NAND logic operation and gate

The NAND gate, short for NOT-AND, is a fundamental digital that implements the of followed by . For two inputs A and B, the output Q is true unless both inputs are true, in which case Q is false; mathematically, this is expressed as Q = ¬(A ∧ B). This operation arises from , where NAND equivalently performs an OR operation on the negated inputs: Q = ¬A ∨ ¬B. The for a two-input enumerates all input combinations and corresponding outputs, confirming its inverse-AND behavior:
Input AInput BOutput Q = ¬(A ∧ B)
001
011
101
110
This table holds for binary logic levels, where 0 represents false/ and 1 represents true/ in practical circuits. The standard schematic symbol for the resembles an AND gate—a curved input side converging to a pointed output—but includes a small circle (bubble) at the output to denote inversion. In circuit implementations, such as transistor-transistor logic (), a typically requires four transistors for two , enabling efficient integration in integrated circuits like the SN7400 series introduced in the late . The gate's operation relies on the AND function pulling the output low only when all are high, with the inverter stage then driving it high in all other cases, providing high and noise immunity in systems. Multi-input extend this by requiring all to be true for a false output, maintaining the same negation of .

Universality and construction of other gates

The NAND operation is functionally complete, enabling the construction of any solely from NAND gates, as it can replicate the NOT, AND, and OR gates, which collectively form a capable of expressing all possible truth functions. This universality stems from the NAND function's ability to produce and , allowing derivation of disjunction via , such as , without requiring additional gate types. To implement a NOT gate, both inputs of a single are connected to the same signal A, yielding \overline{A \cdot A} = \overline{A}. An requires two s: the first computes \overline{A \cdot B}, and the second inverts this output by tying its inputs together, producing A \cdot B. For an , three s are used: two generate \overline{A} and \overline{B} as described, and the third NANDs these results to yield \overline{\overline{A} \cdot \overline{B}} = A + B. More complex gates, such as XOR, can also be synthesized; a two-input XOR requires four NAND gates arranged to compute (A \cdot \overline{B}) + (\overline{A} \cdot B), leveraging the prior constructions for AND and NOT equivalents. This demonstrates NAND's sufficiency for arbitrary circuits, a property exploited in early integrated circuits like the 7400 series, which provided multiple NAND gates per chip for building diverse logic functions. Propagation delays accumulate with gate count—for instance, a NAND-based OR incurs three times the delay of a single NAND—but optimizations in modern VLSI mitigate this through parallelization and transistor-level design.

NAND flash memory

NAND flash memory is a non-volatile storage technology that retains data without power, utilizing an array of memory cells connected in series to achieve high density and cost efficiency. Invented by Fujio Masuoka at in 1987, it builds on earlier flash concepts by arranging floating-gate or charge-trap transistors in a NAND configuration, enabling serial access that prioritizes block-level operations over random byte access. This architecture contrasts with NOR flash, favoring mass storage over code execution due to its efficiency in sequential reads and writes. In operation, each NAND cell stores data as discrete charge levels on a floating gate, which alter the transistor's threshold voltage to represent binary states during reads. Programming applies high voltage to inject electrons via Fowler-Nordheim tunneling, while erasure removes charge from entire blocks of typically 128 to 512 pages, with each page holding 2 to 16 kilobytes. Data integrity relies on error-correcting codes to mitigate issues like cell-to-cell interference and charge leakage over time. The serial string structure—up to 128 cells per string in modern designs—reduces wiring complexity, supporting areal densities exceeding 10 Gb/mm² in planar forms and far higher in stacked configurations. NAND variants differ by bits stored per , trading and speed for :
TypeBits per CellTypical P/E CyclesRelative DensityPrimary Use Case
SLC150,000–100,000Lowest, high-reliability
MLC23,000–10,000MediumBalanced consumer applications
TLC31,000–3,000High SSDs and mobile devices
QLC4100–1,000HighestArchival and cost-sensitive bulk
These metrics reflect inherent trade-offs: higher bits per cell increase susceptibility to read disturbs and retention errors, necessitating advanced controllers for and garbage collection. Key advantages include superior density over alternatives like for persistent , enabling terabyte-scale capacities in compact forms, alongside low power draw and compared to magnetic disks. However, limited program/erase endurance demands mitigation techniques, as cells degrade via from repeated tunneling, and from block erasures can reduce effective throughput in random workloads. Primarily applied in solid-state drives (SSDs), embedded systems, USB flash drives, and smartphone internal storage, NAND dominates consumer and due to its scalability and declining cost per , which fell below $0.03 by 2023. Its block-oriented nature suits sequential data handling in applications like caching and logging, though it requires host-side optimizations for latency-sensitive tasks.

Recent technological advancements in NAND storage

Advancements in 3D NAND flash have primarily focused on vertically stacking more layers to increase bit density while mitigating the challenges of planar scaling, enabling higher capacities per die without proportionally raising costs. By 2024, major manufacturers achieved layer counts exceeding 200, with SK hynix initiating mass production of its 321-layer triple-level cell (TLC) NAND in late 2024, offering 1 terabit (Tb) dies and surpassing prior industry highs from competitors like Samsung's 280-layer and Micron's 232-layer offerings. Shipments of this technology began in the first half of 2025, incorporating process improvements such as a "3 plugs" architecture and low-stress materials to enhance yield and alignment. Similarly, Micron entered volume production of its ninth-generation 276-layer NAND in July 2024, achieving interface speeds of 3.6 gigabytes per second (GB/s) for improved read/write bandwidth in SSD applications. Samsung advanced its V-NAND lineup with 290-layer dies introduced in mid-2024, followed by plans for 430-layer V10 NAND targeted for in the second half of 2025, leveraging bonding techniques to stack peripheral circuits more efficiently and address challenges in taller structures. However, production of Samsung's V9 quad-level cell (QLC) variant faced delays to the first half of due to performance optimization issues, reflecting ongoing trade-offs in endurance and reliability for higher bits-per-cell technologies. QLC adoption has accelerated for cost-sensitive enterprise and consumer storage, with (YMTC) shipping 232-layer QLC NAND as early as November 2023, enabling denser SSDs despite reduced write cycles compared to . Industry roadmaps project further escalation, with vendors like and aiming for over 400 layers by 2027 and interfaces reaching 4800 megatransfers per second (MT/s) to support AI-driven data demands, potentially yielding 2 Tb dies. These developments incorporate innovations, such as ferroelectric for better cell reliability in ultra-tall stacks, countering issues like word-line resistance and program/erase cycle degradation. Overall, these enhancements have driven NAND's market growth, with 3D structures comprising over 95% of production by late 2025, prioritizing areal density gains amid stabilizing prices.

Named entities

Nanda Empire

The governed the kingdom and extensive territories across northern and from approximately 345 to 321 BCE. It succeeded the Shishunaga dynasty and represented a pivotal phase in the consolidation of power in the Gangetic plain, preceding the . The dynasty's rulers, traditionally numbered at nine, derived their historical record primarily from Puranic texts, Buddhist chronicles like the Mahavamsa, Jain accounts, and Greek historians such as Diodorus and Curtius , though these sources exhibit variations in chronology and details. Mahapadma Nanda established the empire around 345 BCE by overthrowing the Shishunaga king Mahanandin, positioning himself as the first ruler despite his purported low birth as the son of a Shudra woman and either a king or barber. During his approximately 28-year reign, he conducted extensive conquests, subjugating kingdoms including the Kuru, Panchala, Kashi, Haihayas, Kalinga, Asmaka, Surasenas, and Vitihotras, thereby extending imperial control from the southward to the Deccan, eastward to , and westward to the . Puranic traditions acclaim him as "Ekrat" (sole sovereign) and "Sarva Kshatrantaka" (destroyer of Kshatriya lineages) for these campaigns, which marked the first large-scale unification of disparate polities under a single authority in the subcontinent. Successive Nanda kings, culminating in (reigned c. 329–321 BCE), maintained the empire's capital at and administered a centralized system with standardized taxation, coinage, and infrastructure developments such as canals and roads to facilitate trade and agriculture. The dynasty's military, centered on mass , reportedly comprised 200,000 , 20,000 , 2,000 chariots, and 3,000 war elephants according to accounts, figures that likely reflect exaggeration but underscore the scale that deterred the Great's forces from advancing beyond the in 326 BCE. This formidable standing army, the largest known in the contemporary world, supported frontier federations while enabling revenue extraction that amassed substantial wealth, though heavy imposts bred resentment among subjects. Dhana Nanda's rule eroded due to perceived arrogance, fiscal burdens, and administrative overreach, creating vulnerabilities exploited by and his advisor , who orchestrated the dynasty's overthrow around 321 BCE through strategic rebellion and conquest. This transition ended Nanda dominance, paving the way for the Maurya Empire's broader imperial framework, with the Nandas remembered in later texts for their role in centralizing power despite their short tenure.

Nhanda people

The Nhanda people, also known as Nanda or Nhanta, are an group traditionally inhabiting the Mid region of , particularly around the mouth of the Murchison River, extending north to Gee Gie Outcamp, inland along the Murchison River, and possibly south to Hill River. Their territory encompasses the -Kalbarri area, stretching west to Willa Gulli and the Bowes River mouth, east to , and north to Tamala Station, including southern portions of . They are recognized as the traditional owners of over 17,000 square kilometers of land, following a native title determination granted on 28 November 2018 after a 24-year . The Nanda Aboriginal Corporation serves as the registered native title body corporate, responsible for managing these rights and . The Nhanda maintain a profound spiritual and custodianship role over their lands and seas, described as "salt water people" who have resided in the region for thousands of years, with archaeological evidence of human activity in broader Mid West areas dating back approximately 30,000 years. Central to their is the Dreamtime narrative involving the Beemarra serpent, credited with forming the Murchison River and Kalbarri coastal cliffs, alongside 209 registered Aboriginal heritage sites, including freshwater springs tied to these stories. Historical records from European explorer in April 1839 document encounters with Nhanda "villages" in the , indicating semi-permanent settlements amid a lifestyle that included venturing to offshore islands at low tide for resources. Their language, Nhanda, features distinctive linguistic traits such as initial consonant deletion, a voicing contrast in stops, and a bound pronoun system, but it is now , with the last fluent speaker, Lucy Ryder, passing away in 2003. Revival efforts include community-led recordings, school curricula, textbooks authored by elders like Violet Drury, and integration of Nhanda terms into public sites such as the Kalbarri . Contemporary initiatives, including businesses like Nhanda Enterprises, support cultural preservation alongside economic activities in the region. The Nhanda dialect may overlap with neighboring groups like Amangu and Watchandi, though identities remain subject to scholarly clarification.

Personal name and surname

Nand is a masculine of origin, derived from the word nanda, meaning "joy", "delight", or "happiness". It is commonly used in and among Hindu communities, often evoking associations with prosperity or a joyful disposition. In , the name relates to Nanda, the foster father of the deity Krishna, symbolizing paternal care and bliss. As a surname, is predominantly found among families in northern , particularly , where it retains the etymology denoting "joyful". The name's distribution is concentrated in , with over 90% of bearers residing in Indo-South Asian regions, reflecting its cultural and linguistic roots in Hindu naming traditions. It may also appear as a variant or component in compound surnames like Nandakumar, further tying it to personal naming conventions.

Other uses

Educational simulations and projects

NandGame is an interactive online puzzle game designed to educate users on digital logic and by requiring the construction of increasingly complex components solely from NAND gates, progressing from basic logic functions to multiplexers, memory units, and a rudimentary CPU. Developed as an accessible entry point into hardware design principles, it emphasizes the of NAND through level-based challenges that reuse previously built modules. The From NAND to Tetris initiative, authored by Noam Nisan and Shimon Schocken in their 2005 book The Elements of Computing Systems: Building a Modern Computer from First Principles, provides a structured educational pathway with accompanying software tools, including a (HDL) simulator and tester for implementing and verifying digital circuits starting from NAND gates. Participants complete 12 hands-on projects to assemble a complete general-purpose computer, including an ALU, CPU, assembler, and high-level applications like a game, with the hardware simulator enabling script-based testing of gate-level designs. The project forms the basis of university courses and a specialization launched in 2014, fostering understanding of the layered abstraction in computing systems. Digital Logic Sim, created by Sebastian Lague and released in 2020, offers a minimalist browser-based simulator where users begin with only NAND gates to design custom chips, arithmetic logic units, and state machines, promoting experimentation with combinational and without predefined higher-level components. Student projects inspired by these simulations often extend to physical implementations, such as constructing an 8-bit computer using discrete 74F00 NAND integrated circuits on breadboards or PCBs, achieving clock speeds up to 1 while demonstrating practical limitations like propagation delays and power consumption in real hardware.

Miscellaneous terms

In Hindi, the term nand (नंद) refers to a sister-in-law, specifically the sister of one's husband, within the context of traditional kinship terminology used in northern Indian families. This usage distinguishes it from other relational terms like bhabhi for a brother's wife. In Sanskrit, the verbal root nand (नन्द्) conveys the action of rejoicing, being glad, or delighting in something, as documented in classical grammatical and lexical sources. Derivatives from this root appear in compounds denoting satisfaction or pleasure, influencing related concepts in Hindu philosophical and literary texts.

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