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In digital signal processing (DSP), parallel processing is a technique duplicating function units to operate different tasks (signals) simultaneously
Parallel processing (DSP implementation)
Parallel_processing_(DSP_implementation)
throughput, and power-consumption. Retiming Folding (DSP implementation) Parallel processing (DSP implementation) Loop unwinding K. K. Parhi and D. G. Messerschmitt
Unfolding (DSP implementation)
Unfolding_(DSP_implementation)
Topics referred to by the same term
Parallel processing may refer to: Parallel computing Parallel processing (DSP implementation) – Parallel processing in digital signal processing Parallel
Parallel_processing
Mathematical signal manipulation by computers
Digital signal processing (DSP) is the use of digital processing, such as by computers or more specialized digital signal processors, to perform a wide
Digital_signal_processing
Specialized microprocessor optimized for digital signal processing
signal processor (DSP) is a specialized microprocessor chip, with its architecture optimized for the operational needs of digital signal processing. DSPs are
Digital_signal_processor
important technique used in several applications such as digital signal processing (DSP) systems, microprocessors, etc. It originates from the idea of a water
Pipelining (DSP implementation)
Pipelining_(DSP_implementation)
Microprocessor with more than one processing unit
most commonly refer to central processing units (CPUs), but are sometimes applied to digital signal processors (DSPs) and systems on chip (SoCs). The
Multi-core_processor
Computational technique
Multidimensional digital signal processing (MDSP) refers to the extension of digital signal processing (DSP) techniques to signals that vary in more than
Multidimensional DSP with GPU acceleration
Multidimensional_DSP_with_GPU_acceleration
Electrical component for processing data
processing units (GPU), quantum processing units (QPU), and digital signal processors (DSP). The design and development of a processor is intricate and time-consuming
Processor_(computing)
Computer programming paradigm
floating-point units, graphics processing units, and field-programmable gate arrays. The stream processing paradigm simplifies parallel software and hardware by
Stream_processing
Digital processing technique
Parallel multidimensional digital signal processing (mD-DSP) is defined as the application of parallel programming and multiprocessing to digital signal
Parallel multidimensional digital signal processing
Parallel_multidimensional_digital_signal_processing
Use of a GPU for computations typically assigned to CPUs
General-purpose computing on graphics processing units (GPGPU, or less often GPGP) is the use of a graphics processing unit (GPU), which typically handles
General-purpose computing on graphics processing units
General-purpose_computing_on_graphics_processing_units
Sharing of data between running processes in a computer system
ARexx ports Enea's LINX for Linux (open source) and various DSP and general-purpose processors under OSE The Mach kernel's Mach Ports Microsoft's ActiveX
Inter-process_communication
Computer architecture to aid parallelism
computer processor chip design company Single instruction, multiple data – Type of parallel processing Single instruction, multiple threads – Parallel computing
Very_long_instruction_word
Computer architecture that utilizes multiple, different processing methods
systems. The presence of multiple processing elements raises all of the issues involved with homogeneous parallel processing systems, while the level of heterogeneity
Heterogeneous_computing
Radio communication system implemented in software
the digital signal processing (DSP) operations using software specific for the radio hardware. Several software radio implementations use the open source
Software-defined_radio
Emerging class of microprocessor
between many parallel execution units with scratchpad memory, like a spatial architecture or a manycore DSP. But, like video processing units, they may
Vision_processing_unit
Series of Digital Signal Processor chips
signal processors (DSPs) from Texas Instruments. It was introduced on April 8, 1983, through the TMS32010 processor, which was then the fastest DSP on the
TMS320
Family of digital signal processor microprocessors
Hexagon is the brand name for a family of digital signal processor (DSP) and later neural processing unit (NPU) products by Qualcomm. Hexagon is also known
Qualcomm_Hexagon
Model for designing parallel algorithms
McColl in 18th SIAM Conference on Parallel Processing for Scientific Computing (2018), http://meetings.siam.org/sess/dsp_talk.cfm?p=88973 Archived 2019-12-11
Bulk_synchronous_parallel
Family of RISC-based computer architectures
To improve the ARM architecture for digital signal processing and multimedia applications, DSP instructions were added to the instruction set. These
Arm_architecture_family
American multinational computational software company
imaging, vision, and AI processing; Tensilica HiFi DSPs for audio processing; Tensilica Fusion DSPs for IoT; Tensilica ConnX DSPs for radar, lidar, and
Cadence_Design_Systems
Specialized electronic circuit that accelerates graphics
A graphics processing unit (GPU) is a specialized electronic circuit designed for digital image processing and to accelerate computer graphics, being
Graphics_processing_unit
Type of parallel processing
data (SIMD) is a type of parallel computing (processing) in Flynn's taxonomy. SIMD describes computers with multiple processing elements that perform the
Single instruction, multiple data
Single_instruction,_multiple_data
English) Speedup of Implementing Fuzzy Neural Networks with high-dimensional inputs through Parallel Processing on Graphic Processing Units (in English)
High-performance fuzzy computing
High-performance_fuzzy_computing
Method in computer arithmetic
"TMS320C55x A Block Floating Point Implementation on the TMS320C54x DSP" (PDF) (Application report). Digital Signal Processing Solutions. Texas Instruments
Block_floating_point
Equal sharing of all resources by multiple identical processors
Anderson; Brian L. Evans (2009). "Trends in Multi-core DSP Platforms" (PDF). IEEE Signal Processing Magazine. 26 (6): 38–49. Bibcode:2009ISPM...26...38K
Symmetric_multiprocessing
Computer architecture where code and data each have a separate bus
address spaces. Digital signal processors (DSPs) generally execute small, highly optimized audio or video processing algorithms using a Harvard architecture
Harvard_architecture
Audio programming language
program. It can also cross compile (translate) the FAUST digital signal processing (DSP) specification to: C, C++, C#, Cmajor, Codebox (Max), D, interpreter
FAUST_(programming_language)
Task of creating a processor
as CPUs, graphics processing units (GPUs), and neural processing units (NPUs) onto a single die or set of chiplets. The design process involves choosing
Processor_design
Parallelization across multiple processors in parallel computing environments
For addition of arrays in a data parallel implementation, let's assume a more modest system with two central processing units (CPU) A and B, CPU A could
Data_parallelism
Digital audio workstation
on-board digital signal processors (DSP). The DSP is used to provide additional processing power to the host computer for processing real-time effects, such
Pro_Tools
Micro-electronic component
signals for mathematical processing. Digital signal processor (DSP) cores are often included on SoCs. They perform signal processing operations in SoCs for
System_on_a_chip
Digital signal processor
creating a large-scale integrated circuit for digital signal processing. It described a basic DSP architecture with multiplier/accumulator, addressing unit
AT&T_DSP1
Open standard for programming heterogenous computing systems, such as CPUs or GPUs
platforms consisting of central processing units (CPUs), graphics processing units (GPUs), digital signal processors (DSPs), field-programmable gate arrays
OpenCL
Processors using some version of the MIPS architecture
memory protection unit (MPU). The CPU integrates DSP and SIMD functionality to address signal processing requirements for entry-level embedded segments
MIPS_architecture_processors
Type of computer processor
whatsoever. The multi-processor architecture makes use of task-level parallelism in many complex digital signal processor (DSP) applications, and also
Asynchronous array of simple processors
Asynchronous_array_of_simple_processors
Series of digital signal processor chips
and fixed-point DSP from Analog Devices. SHARC is used in a variety of signal processing applications ranging from audio processing, to single-CPU guided
Super Harvard Architecture Single-Chip Computer
Super_Harvard_Architecture_Single-Chip_Computer
Free and open-source multiphysics platform
C++ and deploy them on a variety of massively parallel architectures, ranging from inexpensive FPGAs, DSPs and GPUs up to heterogeneous clusters and supercomputers
Advanced_Simulation_Library
Model that describes the programmable interface of a computer processor
machine code running on an implementation of that ISA in a fashion that does not depend on the characteristics of that implementation, providing binary compatibility
Instruction_set_architecture
Computer processor contained on an integrated-circuit chip
general-purpose processing entity. Several specialized processing devices have followed: A digital signal processor (DSP) is specialized for signal processing. Graphics
Microprocessor
Visual programming language
processing on the host central processing unit (CPU), rather than offloading the sound synthesis and signal processing to a digital signal processor (DSP)
Pure_Data
Digital signal processing software for audio
backwards compatible with older EAX versions, although hardware accelerated DSP processing of these effects only happens on cards with EMU chips. Most audio solutions
Environmental Audio Extensions
Environmental_Audio_Extensions
Computer operating system
TMS320C40 DSP and to the ARM architecture, the latter used by the Active Book tablet device. Perihelion Software Ltd. (May 1991). The Helios parallel operating
Helios_(operating_system)
Methods used to implement electronic computer data storage
Harvard vs Princeton". Robert Oshana. DSP Software Development Techniques for Embedded and Real-Time Systems. 2006. "5 - DSP Architectures". p. 123. doi:10
Memory_architecture
Type of computer processor
graphics, signal processing, string processing, cryptography or I/O interfacing with peripheral devices. By offloading processor-intensive tasks from
Coprocessor
modeling digital signal processing (DSP) routines. Models can be compiled to target parallel hardware like FPGAs, processors with DSP instruction sets like
Synchronous_Data_Flow
Nikon media processors
based) and a 16-bit DSP with separate on-chip 4-block Harvard RAM which is usable for example for additional image- and audio-processing. The Expeed 3 (FR)
Expeed
Type of data transfer
is the process of sending data one bit at a time, sequentially, over a communication channel or computer bus. This is in contrast to parallel communication
Serial_communication
Method of constructing a computer processor
n-bit central processing unit (CPU). Each of these component modules processes one bit field or "slice" of an operand. The grouped processing components
Bit_slicing
Algorithm for computing trigonometric, hyperbolic, logarithmic and exponential functions
CORDIC math implementation CORDIC implementation in verilog CORDIC Vectoring with Arbitrary Target Value Python CORDIC implementation Archived 2017-03-17
CORDIC
Array of processing elements specialized for parallelizable workloads
communicating processing elements (PEs) to quickly and efficiently run highly parallelizable kernels. The "spatial" term comes from processing element instances
Spatial_architecture
C++ framework for compiler development
across CPUs, GPUs, and accelerators, DSP-MLIR, a compiler infrastructure tailored for digital signal processing (DSP) applications, and torch-mlir, which
MLIR_(software)
32-bit ARM core
instructions and a new cache architecture. The implementation included a significantly improved instruction processing pipeline, compared to previous ARM9 or
ARM11
Acoustic technology to locate the source of a sound in three-dimensional space
computational complexity. A DSP-based implementation of a realtime 3D sound localization approach with the use of an embedded DSP can reduce the computational
3D_sound_localization
other visual based calculations (texture matrix includes processing of UV & STQ coordinates) Parallel: results of VU0/FPU sent as another display list via
PlayStation 2 technical specifications
PlayStation_2_technical_specifications
Product family of software-defined radios
samples are transferred to/from applications running on a host processor, which perform DSP operations. The code for the FPGA is open-source and can be modified
Universal Software Radio Peripheral
Universal_Software_Radio_Peripheral
System-design platform and development environment
multiple nodes simultaneously, LabVIEW can conceptually execute in parallel. Multi-processing and multi-threading hardware is exploited automatically by the
LabVIEW
Open-source CPU instruction set architecture
The cores in PULPino implement a simple RV32IMC ISA for microcontrollers (Zero-Riscy) or a more powerful RV32IMFC ISA with custom DSP extensions for embedded
RISC-V
Topics referred to by the same term
specified width Folding (DSP implementation), a transformation technique using in DSP architecture implementation Folding (signal processing), an aspect of aliasing
Folding
Real-time operating system
Virtual Single Processor programming model and its implementation on of-the-shelf parallel DSPs". In Proceedings of WoTUG-20: Parallel Programming and
OpenComRTOS
Central processing unit by Sony Computer Entertainment and Toshiba
performance is provided by two vector processing units (VPU), designated VPU0 and VPU1. These were essentially DSPs tailored for 3D math, and the forerunner
Emotion_Engine
Array of logic gates that are reprogrammable
sectors, which benefit from their flexibility, high signal processing speed, and parallel processing abilities. An FPGA configuration is generally written
Field-programmable_gate_array
Integrated development environment
applications for Texas Instruments embedded processors. Texas Instruments embedded processors include TMS320 DSPs, OMAP system-on-a-chip, DaVinci system-on-a-chip
Code_Composer_Studio
Digital circuit that produces sums from inputs
can be implemented in many different ways such as with a custom transistor-level circuit or composed of other gates. The most common implementation is with:
Adder_(electronics)
Concept in machine learning
often performed on graphics processing units (GPUs) using CUDA, and on dedicated hardware such as Google's Tensor Processing Unit or Nvidia's Tensor core
Tensor_(machine_learning)
AMD computing architecture
Intelligence but it is also well suited for other application such as DSP or image processing. This is why you can also see that this is an Adaptable Intelligent
AI_engine
Computer system with a dedicated function
communication on a single chip. Often graphics processing units (GPU) and DSPs are included such chips. SoCs can be implemented as an application-specific integrated
Embedded_system
Device for suppressing part of a discretely-sampled signal
purpose microprocessor, or a specialized digital signal processor (DSP) with specific paralleled architecture for expediting operations such as filtering
Digital_filter
Specialized computer hardware
functional units can be composed in parallel, as in digital signal processing, without being embedded in a processor IP core. Therefore, hardware acceleration
Hardware_acceleration
Device or software used for recording, editing and producing audio files
automatically apply processing effects. TAIP provides tape saturation powered by AI neural networks that imitate traditional DSP processing. Synthesizer V
Digital_audio_workstation
Network protocol
number RFC 4695. In parallel, another document was released by Lazzaro and Wawrzynek to give details about practical implementation of the RTP-MIDI protocol
RTP-MIDI
Method of improving instruction-level parallelism
eponymous "pipeline") performed by different processor units with different parts of instructions processed in parallel. In a pipelined computer, instructions
Instruction_pipelining
Type of program in computer graphics
graphics processing units (GPUs) - dedicated hardware which provide parallel execution of programs. Because image rendering is an embarrassingly parallel problem
Shader
Lowest-level electronic or optical transmission functions of a network
digital baseband portion that uses digital signal processor (DSP) and communication algorithm processing, including channel codes. It is common that these
Physical_layer
Computing system
contain multiple processing units – central processing units (CPUs), graphics processing units (GPUs), digital signal processors (DSPs), or any type of
Heterogeneous System Architecture
Heterogeneous_System_Architecture
the Video Core Next (VCN) ASIC in the Raven Ridge APU implementation of Vega. Video processing for video frame rate interpolation technique. In Windows
List of AMD graphics processing units
List_of_AMD_graphics_processing_units
Specialized computer language used to describe electronic circuits
2012-08-11. "Digital Signal Processing (DSP) Builder - Intel® FPGAs". Intel. Retrieved 2021-09-20. "System Generator for DSP". Xilinx.com. Archived from
Hardware_description_language
Computing technique used to achieve parallelism
data-parallel approach where the parallel tasks ("single program") are split-up and run simultaneously in lockstep on multiple SIMD processors with different
Single_program,_multiple_data
Smart antenna with multi channels digital beamforming
the theory of three-channel antenna analyzers. The implementation of effective signal processing in radars by the end of the 1950s predetermined the
Digital_antenna_array
American technology company
Xilinx introduced the Zynq-7100, which integrates digital signal processing (DSP) to meet emerging programmable systems integration requirements of
Xilinx
South Korean K-pop girl group
often stylized in all caps) /ˈkɑːrə/ is a South Korean girl group formed by DSP Media in 2007. The group's current lineup is Gyuri, Seungyeon, Nicole, Jiyoung
Kara_(South_Korean_group)
Operation common in numerical signal processing
floating-point numbers, it might be performed with two roundings (typical in many DSPs), or with a single rounding. When performed with a single rounding, it is
Multiply–accumulate_operation
Acoustics process
recently been made possible by the computational power of modern CPUs and DSPs. The configuration of a digital room correction system begins with measuring
Digital_room_correction
Digital signal processing chip
general purpose and signal processing cores. The general purpose cores are used for control and IO processing, and the DSP cores are for fixed or floating-point
MDSP
Process of starting a computer
interface, etc., while the DSP is dedicated to signal processing tasks only. In such systems, the DSP could be booted by another processor, which is sometimes
Booting
Audio signal processing operation
When working with digital audio, digital signal processing (DSP) techniques are commonly used to implement compression as audio plug-ins, in mixing consoles
Dynamic_range_compression
Part of computer processors
called address computation unit (ACU), is an execution unit inside central processing units (CPUs) that calculates addresses used by the CPU to access main
Address_generation_unit
Type of 3D graphics accelerator
university proposed using DSPs to build a hardware unit for ray tracing acceleration, named "TigerSHARK". (1999-2002) Implementations of volume rendering using
Ray_tracing_hardware
architectures, and implementations for signal processing 2003 Thomas Marzetta For contributions to the theory of multidimensional signal processing and multiple-antenna
List of fellows of IEEE Communications Society
List_of_fellows_of_IEEE_Communications_Society
Electrical Engineer and Computer Scientist (born 1959)
advanced the field of VLSI signal processing by integrating concepts from computer architecture, digital signal processing (DSP), and VLSI design. In particular
Keshab_K._Parhi
Emulator and media player frontend
Peer-to-peer netplay that uses a rollback technique similar to GGPO; Audio DSP plugins like an equalizer, reverb and other effects; Advanced savestate features –
RetroArch
Serial interface for testing integrated circuits
and it includes a TAP for its DMA engine instead of a DSP and imaging engine. Those processors are both intended for use in wireless handsets such as
JTAG
Expansion card that provides input and output of audio signals
such as hardware acceleration of 3D sound, positional audio and real-time DSP effects. The Tandy 1000 and the PCjr used the same sound chip, but the Tandy
Sound_card
concepts like parallel architectures, etc., in order to build up a technology base in these areas. Its areas of work are: Parallel processing technology
Advanced Numerical Research and Analysis Group
Advanced_Numerical_Research_and_Analysis_Group
Process of varying one or more properties of a periodic waveform
(since today all of the above is normally achieved using digital signal processing, DSP). Generate a high-frequency sine carrier waveform, and perhaps also
Signal_modulation
Processor executing one instruction in minimal clock cycles
lower power and cooling implementation was soon adapted to embedded applications, such as laser printer raster image processing. Acorn, in partnership
Reduced instruction set computer
Reduced_instruction_set_computer
Digital Signal Processing (DSP) instruments in the ATE measure the voltage directly and send the results to a computer for signal processing, where the desired
Automatic_test_equipment
color conversion Image processing Ray tracing and rendering Signal processing Speech coding Speech recognition String processing Vector and matrix mathematics
Integrated Performance Primitives
Integrated_Performance_Primitives
Programming language written graphically by a user
Quartz Composer, a language for processing and rendering graphical data (macOS) Reaktor, a DSP and MIDI-processing language by Native Instruments Scala
Visual_programming_language
PARALLEL PROCESSING-DSP-IMPLEMENTATION
PARALLEL PROCESSING-DSP-IMPLEMENTATION
Boy/Male
Hindu, Indian, Marathi
Fast; Progressing; Lord Vishnu
Girl/Female
Biblical
Parables, governing.
Boy/Male
Hindu
Ascending, Progressing
Boy/Male
Shakespearean
All's Well That Ends Well.' A follower of Bertram, Count of Rousillon.
Boy/Male
Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Tamil, Telugu
Processing
Boy/Male
British, Christian, English, Italian
Solemn Procession; Display
Boy/Male
Hindu
Blossoming, Progressing
Girl/Female
Indian
A lamp, Beautiful
Boy/Male
Tamil
Blossoming, Progressing
Surname or Lastname
Swedish
Swedish : ornamental name from asp ‘aspen tree’.Norwegian : habitational name from a farmstead named with asp ‘aspen tree’.German and English : topographic name from Middle High German aspe, Middle English aspe ‘aspen tree’.English : habitational name from a minor place named with Old English æspe, æpse ‘aspen tree’ (see Apps).
Biblical
a parable; governing
Boy/Male
Tamil
Ascending, Progressing
Boy/Male
Hindu, Indian
Rising Upward; Progressing
Girl/Female
Hindu, Indian
Small Light Like Candle; Small Lamp
Biblical
parables; governing
Boy/Male
Hindu, Indian, Malayalam, Marathi, Punjabi, Sikh
Celebratory Procession
Girl/Female
Arabic, Muslim
Example; Allegory; Parable
Girl/Female
Arabic, Muslim
Following; Proceeding
Girl/Female
Muslim
Example, Allegory, Parable
Girl/Female
Biblical
A parable, governing.
PARALLEL PROCESSING-DSP-IMPLEMENTATION
PARALLEL PROCESSING-DSP-IMPLEMENTATION
Girl/Female
British, English
Elf Power
Boy/Male
Gujarati, Hindu, Indian, Kannada
Ray of Sun
Boy/Male
American, Australian, Biblical, British, Chinese, Czechoslovakian, Danish, Dutch, English, Finnish, French, German, Greek, Hawaiian, Hebrew, Portuguese, Spanish, Swedish, Swiss
Dove; He that Oppresses; Destroyer; Peaceful Being; A Gift from God; Similar to Hebrew Jonah
Boy/Male
Muslim
The Biblical Aesep is the English language equivalent. A Prophet's name.
Boy/Male
English Anglo Saxon
English surname.
Girl/Female
Hebrew
Fire.
Girl/Female
Greek Latin
Goddess of the moon.
Girl/Female
American, Australian, British, Christian, Danish, English, Hebrew, Latin, Swedish
God is Gracious; God has Shown Favour; God is My Oath; Variant of Anne
Boy/Male
Greek Latin
Father of Agamemnon in ancient Greek mythology.
Female
English
Variant spelling of English Dymphna, DYMPNA means "little fawn."
PARALLEL PROCESSING-DSP-IMPLEMENTATION
PARALLEL PROCESSING-DSP-IMPLEMENTATION
PARALLEL PROCESSING-DSP-IMPLEMENTATION
PARALLEL PROCESSING-DSP-IMPLEMENTATION
PARALLEL PROCESSING-DSP-IMPLEMENTATION
v. i.
To march in procession.
a.
Extended in the same direction, and in all parts equally distant; as, parallel lines; parallel planes.
adv.
In a parallel manner; with parallelism.
n.
An old term for litanies which were said in procession and not kneeling.
a.
Having opposite surfaces exactly plane and parallel, as a piece of glass.
v. i.
To be parallel; to correspond; to be like.
n.
That which is moving onward in an orderly, stately, or solemn manner; a train of persons advancing in order; a ceremonious train; a retinue; as, a procession of mourners; the Lord Mayor's procession.
n.
A comparison made; elaborate tracing of similarity; as, Johnson's parallel between Dryden and Pope.
n.
A line which, throughout its whole extent, is equidistant from another line; a parallel line, a parallel plane, etc.
v. t.
To represent by parable.
a.
Proceeding; advancing.
n.
One of a series of long trenches constructed before a besieged fortress, by the besieging force, as a cover for troops supporting the attacking batteries. They are roughly parallel to the line of outer defenses of the fortress.
a.
Continuing a resemblance through many particulars; applicable in all essential parts; like; similar; as, a parallel case; a parallel passage.
v. t.
To place or set so as to be parallel; to place so as to be parallel to, or to conform in direction with, something else.
imp. & p. p.
of Parallel
n.
A character consisting of two parallel vertical lines (thus, ) used in the text to direct attention to a similarly marked note in the margin or at the foot of a page.
a.
Urgent; exacting; importunate; as, a pressing necessity.
n.
One of the imaginary circles on the surface of the earth, parallel to the equator, marking the latitude; also, the corresponding line on a globe or map.
v. t.
To produce or adduce as a parallel.
v. i.
To honor with a procession.