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XMOS

XMOS is a fabless semiconductor company founded in 2005 in Bristol, United Kingdom, by David May and co-founders including Ali Dixon, James Foster, Noel Hurley, and Hitesh Mehta, specializing in generative systems-on-chips (GenSoCs) that enable software-defined, reconfigurable hardware for applications in audio, voice, artificial intelligence (AI), and industrial control.^[1]^[2]^[3] The company's flagship XCORE® platform consists of multicore microcontrollers with deterministic, event-driven processing, allowing developers to program complex systems using high-level languages like C while achieving real-time performance and low-latency execution without traditional hardware reconfiguration.^[4]^[1] This architecture supports parallel processing across multiple threads, integrated I/O peripherals, and scalability from edge devices to high-end systems, powering over 35 million deployed units worldwide.^[4] XMOS's technological focus addresses the intelligent Internet of Things (IoT) and AIoT markets, providing solutions for USB and multichannel audio with bit-perfect streaming and low jitter, voice processing featuring beamforming and noise suppression on a single chip, embedded AI for efficient model deployment, and control applications in robotics, automotive, and automation with guaranteed timing accuracy.^[4]^[5]^[6] Since its inception, backed by investors such as Foundation Capital and Robert Bosch Venture Capital, XMOS has grown to include offices in the United States and Asia, maintaining a commitment to reducing time-to-market and development costs through its generative SoC approach, which allows natural language-like system descriptions to generate custom silicon behaviors.^[1]^[7] Under CEO Mark Lippett since 2016, the company continues to innovate at the intersection of software flexibility and hardware determinism, serving industries from consumer electronics to industrial automation.^[1]^[3]

History

Founding and early development

XMOS was founded in July 2005 in Bristol, United Kingdom, by Ali Dixon, James Foster, Noel Hurley, David May, and Hitesh Mehta.^[8] The company emerged as a spin-out from the University of Bristol, where several founders, including David May—a professor of computer science and inventor of the transputer—had been conducting research on advanced processor architectures.^[1] The startup secured initial seed funding of approximately £625,000 (about $1.2 million) from Prelude Technology Investments and the University of Bristol Enterprise Fund, enabling the team to establish operations and pursue development.^[9] This early capital supported the assembly of a small team drawn from the university, focused on addressing gaps in embedded systems technology.^[10] From its inception, XMOS targeted the creation of programmable multicore microcontrollers designed to combine the flexibility of software programming with the high performance of hardware, offering FPGA-like capabilities in a more accessible and cost-effective package for embedded applications.^[10] The company's foundational work emphasized deterministic real-time processing, aiming to simplify development for time-critical tasks in embedded systems while reducing reliance on complex hardware reconfiguration.^[11] These efforts were deeply rooted in ongoing research at the University of Bristol, particularly in parallel computing and low-latency architectures, which informed XMOS's approach to bridging software and silicon.^[1]

Growth and product milestones

In 2009, XMOS launched its first xCORE-based microcontroller, the XS1 series, which was designed for consumer electronics and audio applications, including support for high-channel USB Audio 2.0 interfaces.^[12]^[13] This initial product family marked the company's entry into the market with event-driven processors capable of real-time I/O processing, enabling low-latency audio solutions and attracting early adoption in professional audio interfaces.^[14] To support operational scaling, XMOS benefited from venture funding, including a $16 million Series A round in 2007 led by Foundation Capital with participation from Amadeus Capital Partners and DFJ Esprit, which facilitated product development and market expansion into the following years.^[15] Later rounds included a $14 million Series C in 2013 and a $19 million extension to Series E in 2019.^[7] By 2012, the company introduced a developer partner program to encourage ecosystem growth and collaborations in embedded systems, further driving adoption among designers in audio and control applications.^[16] The xCORE-200 series debuted in 2015, offering multi-tile configurations that doubled performance and quadrupled memory capacity compared to prior generations, targeting higher-performance needs in IoT and audio processing.^[17] Key milestones during this period included widespread integration into professional audio equipment, such as multichannel interfaces, and strategic partnerships with embedded systems firms to enhance product differentiation.^[18] By 2015, XMOS maintained an international footprint with offices in Bristol, UK, and Burlingame, California.^[19]

Reorganization and recent innovations

In 2016, XMOS underwent a significant reorganization by splitting into two separate entities to pursue divergent technical and commercial paths. The high-performance AI division, led by then-CEO Nigel Toon, became Graphcore, taking approximately one-third of the staff to focus on server-based AI processing. The remaining XMOS, under CEO Mark Lippett—who had joined the company in 2008 and assumed the CEO role in 2016—shifted its emphasis to edge AI and low-power applications, maintaining its core strengths in embedded processing.^[10]^[10]^[10] Following the split, XMOS refocused on the AIoT market with the launch of xcore.ai in 2020, a crossover processor that integrated vector processing units to enable efficient machine learning at the edge while supporting DSP, control, and I/O in a single low-cost device. This initiative built on the company's earlier xCORE architecture to address the growing demand for intelligent, power-efficient embedded systems in consumer and industrial applications.^[10]^[20] In 2021, XMOS introduced the XS3 architecture, enhancing DSP and AI performance through additions like a vector processing unit and floating-point capabilities, allowing for more sophisticated signal processing and inference tasks in resource-constrained environments. This evolution supported higher computational efficiency without increasing power consumption, aligning with the edge AI focus.^[21]^[22] XMOS continued its innovation trajectory with the 2023 announcement of RISC-V compatibility integration for its fourth-generation xCORE platform, enabling broader software ecosystem access and customizable instruction sets while preserving deterministic parallelism. Culminating these efforts, in October 2025, XMOS unveiled the fourth-generation xCORE as a Generative System-on-Chip (GenSoC), which introduces real-time reconfigurability to allow developers to generate custom SoCs tailored for specific DSP, AI, and I/O needs directly in software.^[23]^[24]^[25]

Technology

xCORE architecture fundamentals

The xCORE architecture is a 32-bit reduced instruction set computing (RISC) design optimized for embedded multicore processing, featuring a five-stage pipeline where most instructions execute in five clock cycles to support efficient, deterministic operation.^[26] Chips based on this architecture incorporate multiple logical cores organized as tiles, with each tile capable of handling up to eight hardware threads that share resources like memory while enabling concurrent execution through round-robin scheduling.^[27] This multi-threaded structure allows up to five threads to run in parallel across pipeline stages, facilitating scalable parallelism without the overhead of traditional operating systems.^[26] Central to the xCORE design is its event-driven model, which employs event tokens to manage low-latency input/output (I/O) and inter-core communication, eliminating the need for interrupts and ensuring predictable response times.^[27] Events from hardware resources such as timers, ports, or channels trigger thread resumption via event vectors, allowing cores to pause efficiently until needed, which simplifies real-time programming and avoids timing uncertainties.^[26] Each tile integrates a processor, static random-access memory (SRAM) for code and data, and configurable I/O ports (ranging from 1 to 32 bits wide), all connected through a high-speed XMOS Link network using xLINK and xCONNECT interfaces for deterministic inter-tile data transfer.^[27] Programming for xCORE utilizes standard C or C++ languages extended with XMOS-specific constructs for expressing parallelism, such as parallel task execution via libraries like lib_xcore, which compile directly to native machine instructions without runtime interpretation.^[26] This model supports channel-based communication between tasks, enabling safe data exchange across threads or tiles while maintaining isolation.^[27] The architecture provides inherent deterministic timing guarantees through its cycle-accurate execution, where developers can precisely calculate instruction latencies and schedule events to meet real-time constraints reliably.^[26] Over generations, the design has evolved to include the XS3 variant and, as of October 2025, the fourth-generation GenSoC platform, which retains these foundational elements like multi-threading and event handling while introducing RISC-V compatibility for enhanced software ecosystem integration and enhancements for broader computational needs.^[28]^[25]^[23]

Key architectural features and capabilities

The xCORE architecture employs a hardware multi-threaded execution model, with up to 8 threads per tile that enable concurrent handling of control, I/O, and compute tasks without traditional operating system scheduling overhead, as threads share the processor via zero-cost context switching facilitated by dedicated register files per thread.^[29] This deterministic parallelism allows real-time applications to partition workloads across threads, ensuring predictable latency for tasks like signal processing and event handling.^[30] Integrated I/O is a core strength, featuring up to 32 multi-protocol ports per tile that support standards such as I2S for audio, SPI for peripherals, and Ethernet via MII, with direct instruction-level control enabling microsecond-precision timing through hardware-response mechanisms that trigger thread events without software intervention.^[30] These ports, configurable in widths from 1 to 32 bits, integrate seamlessly with the tile's resources, allowing complex protocols to be implemented in software while maintaining low-latency responses to external signals.^[29] For DSP and AI workloads, xcore.ai and subsequent generations incorporate vector floating-point units (VFPU) that provide up to 51.2 GMACC/s peak performance at 8-bit precision and 800 MHz, optimized for neural network inference and signal processing tasks through 256-bit vector operations supporting 8-bit to 32-bit precisions.^[31] This extension builds on the scalar core by adding dedicated vector registers and instructions like VLMACC for multiply-accumulate operations, enabling efficient handling of convolutions and filters in edge devices.^[29] Power efficiency is enhanced through dynamic voltage and frequency scaling (DVFS), coupled with low-power modes that idle unused threads and clocks, achieving consumption below 1 mW/MHz in active operation—for instance, approximately 0.34 mW/MHz at 600 MHz—making it suitable for battery-constrained edge applications.^[32] These features, including programmable PLL dividers and standby currents as low as 5 mA, allow runtime adaptation to workload demands while preserving determinism.^[29] In the 2025 GenSoC evolution, generative capabilities introduce runtime reconfiguration of logic and compute fabrics, permitting custom SoC generation from high-level descriptions in natural language, with AI-driven synthesis ensuring real-time performance and timing guarantees through parallel processing elements.^[33] This extends the tile-based structure by enabling dynamic adaptation of hardware resources, such as I/O and accelerators, at software speeds without full reprogramming.^[34]

Products

Hardware offerings

XMOS's hardware offerings have evolved through several generations of multicore microcontrollers based on the xCORE architecture, emphasizing deterministic real-time processing, flexible I/O, and integration of DSP and control functions.^[35] The company's initial XS1 family, introduced in 2009, featured single-tile devices with 4 to 16 logical cores operating at up to 1000 MIPS and 64 to 128 KB of SRAM, targeted at general-purpose embedded applications such as USB and Ethernet interfaces.^[36] However, the XS1 line has been discontinued, with end-of-life declared in 2023 and no longer recommended for new designs, serving primarily as legacy support for existing deployments.^[37] The xCORE-200 series, launched in 2012 and still actively supported, represents the second-generation XS2 architecture, providing scalable multi-tile microcontrollers suitable for IoT, USB audio, robotics, and motion control.^[38] These devices support 8 to 32 logical cores across one or two tiles, delivering up to 4000 MIPS total performance, with RAM configurations from 128 to 1024 KB and up to 176 I/O pins.^[39] Key variants include the single-tile XU208-128 for compact USB audio applications (8 cores, 1000 MIPS, 128 KB SRAM) and dual-tile models like the XE216-512 (16 cores, 2000 MIPS, 512 KB SRAM) for higher-throughput control tasks, often integrating USB or Ethernet PHYs in select packages.^[40] This family prioritizes economical, high-performance compute in a single chip without external dependencies for core peripherals.^[41] Introduced in 2020, the xcore.ai series builds on the third-generation XS3 architecture, offering dual-tile AI-accelerated microcontrollers optimized for edge inference in voice, audio, and vision processing.^[31] Featuring 16 logical cores (8 per tile) at up to 800 MHz, these chips provide 2400 to 3200 MIPS of general-purpose compute alongside a vector processing unit delivering up to 51.2 GMACC/s (equivalent to approximately 2 TOPS at INT8 precision for AI workloads) and 1200 to 1600 MFLOPS for DSP tasks.^[42] Memory includes 1024 KB SRAM total (512 KB per tile), with support for external LPDDR1, and up to 128 I/O pins configurable for 1.8V or 3.3V operation, including integrated USB and MIPI interfaces.^[43] Representative products like the XU316-1024-TQ128 target low-cost applications such as wake-word detection in smart devices and multichannel audio processing, enabling software-defined peripherals for deterministic low-latency performance.^[44] In 2025, XMOS announced the GenSoC platform on October 7 as the fourth-generation evolution of the xCORE architecture, enabling configurable system-on-chips for custom edge AI designs featuring RISC-V compatible xCORE processors.^[25]^[23] This generative approach allows hardware customization via high-level descriptions, guaranteeing real-time determinism for applications in AIoT and industrial control, though specific performance metrics like MIPS remain tailored to user configurations at launch.^[33]

Software and development tools

The XTC Toolsuite serves as the primary integrated development environment (IDE) for programming XMOS xCORE devices, now based on Visual Studio Code with CMake support in version 15.3, facilitating C and C++ development alongside the proprietary xC language. It includes a standards-compliant compiler, a symbolic debugger compatible with XTAG adapters, and an integrated simulator for testing multi-core applications without hardware. The suite enables multi-core partitioning by allowing developers to define parallel tasks across logical cores and tiles, with built-in tools for precise timing analysis and safe memory allocation to ensure deterministic execution.^[45]^[46] XMOS provides a lightweight runtime model as an alternative to traditional real-time operating systems (RTOS), leveraging the xCORE architecture's deterministic threading where threads execute without preemption on dedicated logical cores, guaranteeing timing predictability for real-time tasks like I/O and signal processing. For applications requiring dynamic scheduling, the XCORE RTOS Framework integrates Symmetric Multiprocessing (SMP) FreeRTOS, supporting multiple kernels across tiles while preserving hardware-level determinism through high-priority, non-preemptive threads and compile-time stack analysis. This approach minimizes overhead, with FreeRTOS kernel memory usage ranging from 9 kB to 16 kB per tile, and includes RTOS-aware drivers for peripherals such as GPIO, I2C, SPI, and USB.^[47]^[48] Key libraries form the foundation of the software ecosystem, starting with lib_xcore, a system library offering a C API to access xCORE hardware features like channels for inter-thread communication, ports for I/O, and timers for event handling. For signal processing, lib_dsp provides optimized functions for xCORE-200 devices, including filters, transforms (e.g., FFT and DCT), and vector arithmetic to accelerate DSP tasks on multicore setups. The XCORE-VOICE framework builds on these with specialized libraries for far-field voice capture, such as lib_agc for automatic gain control and lib_mic_array for multi-microphone array processing, enabling keyword spotting and event detection through integrated DSP pipelines supporting bare-metal or RTOS environments.^[49]^[50]^[51] XMOS development kits complement the software tools by offering evaluation hardware with accompanying resources, such as the XK-AUDIO-316-MC-AB board for multichannel audio prototyping, which includes schematics, firmware examples, and pre-built XTC projects for USB audio and DSP integration. Similarly, the xcore.ai explorer kit (XK-EVK-XU316) serves as a versatile development platform for AI and control applications, providing open schematics, sample code for lib_xcore and RTOS tasks, and compatibility with the full toolsuite for rapid prototyping.^[52]^[53] Open-source contributions enhance the ecosystem via XMOS's GitHub repositories, hosting over 90 projects for community extensions, including device drivers (e.g., lib_device_control) and application frameworks like sw_usb_audio. These repos support collaborative development, with examples for integrating RISC-V compatibility in the fourth-generation xCORE platform through GenSoC tools, allowing users to generate custom SoCs with real-time reconfigurability while maintaining deterministic behavior.^[54]^[23]^[33]

Applications

Audio and voice processing

XMOS microcontrollers have become a cornerstone in professional USB audio interfaces, powering low-latency processing essential for recording and playback in studio environments. The xCORE architecture enables deterministic real-time performance, supporting ASIO drivers for minimal delay and handling multichannel I2S interfaces up to eight channels at 24-bit/192 kHz input or 384 kHz output.^[55] Companies such as Focusrite integrate XMOS chips in their Scarlett and Clarett series interfaces, where the microcontroller manages USB Audio Class 2.0 compliance and asynchronous sample rate conversion for bit-perfect audio transfer.^[56]^[57] In voice processing, the XCORE-VOICE framework provides a complete software solution for far-field audio capture and enhancement, tailored for smart speakers and voice assistants. This framework incorporates acoustic echo cancellation to eliminate feedback in full-duplex scenarios, adaptive beamforming to focus on the speaker's direction amid noise, and wake-word detection for offline keyword spotting using customizable models in languages like English and Mandarin.^[51]^[58]^[59] The pipeline supports asynchronous sample rates from 44.1 kHz to 192 kHz via I²S or USB, enabling robust voice pipelines that process audio locally without cloud dependency.^[51] XMOS solutions also excel in high-resolution audio support, facilitating playback up to 32-bit/768 kHz PCM and native DSD512 in consumer devices such as digital-to-analog converters (DACs) and headphones. The third-generation XMOS XU316 USB receiver, for instance, handles these formats with low jitter through its multi-core architecture, earning integration in Hi-Res certified products from manufacturers like SMSL and Topping.^[60]^[61] The market impact of XMOS in audio and voice is amplified through strategic partnerships, notably with Sensory, which combines XCORE-VOICE far-field capture with Sensory's TrulyHandsfree technology for multimodal voice control. This collaboration enables always-on listening in IoT devices with ultra-low power consumption, preserving privacy via edge processing while supporting touchless activation in smart home ecosystems.^[62]^[63]^[64]

AIoT and industrial uses

XMOS's xcore.ai processors enable edge AIoT applications by integrating high-performance AI acceleration with low-power processing, supporting smart sensors for real-time anomaly detection and predictive maintenance in industrial environments.^[65] These processors facilitate on-device data analysis to identify machinery faults swiftly, reducing latency and enhancing operational efficiency without relying on cloud connectivity.^[65] For efficiency, xcore.ai incorporates support for binarized neural networks (BNNs), which use single-bit encoding to achieve 2-4x improvements in speed and power consumption over traditional neural networks, as demonstrated in partnerships with Plumerai for tasks like object recognition.^[66]^[31] In the automotive sector, XMOS multicore microcontrollers meet AEC-Q100 standards, enabling reliable applications in human-machine interfaces (HMI), advanced driver-assistance systems (ADAS), voice commands, and motor control within infotainment and powertrain systems.^[67] The deterministic behavior and low-latency response of the xCORE architecture ensure precise signal handling, such as in Ethernet AVB for infotainment networking, supporting up to 1,000 MIPS on devices like the XS1-L16A-128.^[67] For industrial automation, XMOS provides deterministic control solutions for robotics and programmable logic controllers (PLCs), leveraging the xcore.ai platform's parallel processing for real-time synchronization of motors, sensors, and actuators.^[68]^[69] This includes software-defined integration of protocols like CANopen and Modbus for communication in networked systems, with EtherCAT support via XMOS's vendor ID enabling high-speed, low-jitter Ethernet-based fieldbus operations in automation setups.^[70]^[71] XMOS contributes to the DIY and maker community through affordable development kits, such as the xcore.ai Evaluation Kit (XK-EVK-XU316) and voice development kits, which allow prototyping of custom IoT devices for home automation and environmental monitoring.^[72] These kits support rapid integration of sensors and AI models, enabling projects like voice-activated smart home controls or multi-sensor environmental data collection with Raspberry Pi compatibility.^[72] In October 2025, XMOS announced the fourth-generation XCORE platform, rebranded as Generative System-on-Chip (GenSoC), which uses generative AI to automate SoC configuration and enhance reconfigurability for AIoT and industrial applications.^[34] Market analyses highlight XMOS's role in AIoT expansion; the 2020 "Edge of Tomorrow" report projected over 64 billion IoT devices by 2025 (actual ~20 billion as of 2025), with xcore.ai addressing barriers like power and cost to drive edge AI adoption in sectors including industry 4.0.^[73]^[74] The 2022 "Edge of Now" update noted declining obstacles, with 64% of engineers planning AIoT devices within six months and recent forecasts projecting the market to reach $81 billion by 2030, underscoring XMOS's contributions to scalable, low-power edge technologies.^[75]^[76]

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XCORE.AI Multichannel Audio Board - XMOS
The xcore.ai multichannel audio platform provides a scalable and flexible hardware and software solution for a wide range of consumer and professional audio ...Missing: explorer | Show results with:explorer<|separator|>
[53]
XCORE.AI EVALUATION KIT - XMOS
The xcore.ai evaluation kit allows testing in multiple application scenarios and provides a good general software development board for simple tests and demos.
[54]
XMOS - GitHub
powered by XMOS, built for developers. Open source drives choice, innovation, and community in XMOS technology — giving ...Missing: RISC- V GenSoC
[55]
USB & Multichannel Audio - XMOS
Our flexible microcontrollers are ideal for rapid product design and innovation in the professional multichannel audio and consumer Hi-Res USB audio markets.Missing: Focusrite RME
[56]
Khron's Cave: #69 Focusrite Scarlett 2i4 gen2 teardown & repair
Jul 19, 2021 · As it turns out, the Xmos controls the enable signal for the analog supplies, and i couldn't be bothered to try to decipher what mods would be ...
[57]
Focusrite Clarett 2Pre USB - Tear down, bit of internal analysis and ...
Dec 21, 2020 · USB and TOSLINK/ADAT transport card is build around couple of XMOS chips marked as XFR002C and XFR001C. They're powered by dedicated power ...
[58]
IC Overview - XCORE-VOICE SOLUTION v2.3.1 - XMOS
Apr 14, 2025 · It can offer much greater, and automatic, cancellation of broad-band noise sources when compared to beam forming techniques. It is designed ...
[59]
Overview - XCORE-VOICE SOLUTION v2.3.1 - XMOS
Apr 14, 2025 · This application features a full duplex acoustic echo cancellation stage, which can be provided reference audio via I2S or USB audio. An audio ...
[60]
DL200 - SMSL
New third generation XMOS XU-316 with PCM support up to 32bit/768kHz and DSD support up to DSD512; ... Japan Audio Association (JAS) Hi-Res certification;.
[61]
S.M.S.L SU-6 DAC ES9038Q2M XMOS DSD PCM768kHz/32Bit ...
Qualcomm latest Bluetooth chip supports LDAC 24bit/96kHz, APTX/HD, SBC, AAC; · The 2nd generation XMOS solution supports DoP256 and native DSD512, and PCM ...
[62]
XMOS and Sensory Partner to Deliver Keyword Detection Applications
Nov 3, 2016 · Sensory has set the standard for mobile handset platforms' ultra-low power “always listening” touchless control. To date, Sensory's technologies ...Missing: multimodal | Show results with:multimodal
[63]
Breakthrough in Power Consumption for Always On ... - Sensory Inc.
Jan 6, 2015 · Preliminary measurements show 9 microwatts total power consumption for the sound detector and buffer in a 65nmLP process node, or 4 times less ...Missing: XMOS | Show results with:XMOS
[64]
XMOS links with Sensory on voice control - Electronics Weekly
Nov 1, 2016 · XMOS and Sensory will combine to deliver Sensory's TrulyHandsfree voice control technology on the XMOS xCORE-VOICE far-field voice capture ...Missing: multimodal always- listening<|control11|><|separator|>
[65]
Making the AIoT a reality – part 1 - XMOS
The potential applications for the AIoT spread across multiple verticals, including the smart home, connected health, smart cities, smart mobility, and ...
[66]
XMOS and Plumerai partner to accelerate commercialisation of ...
Apr 1, 2020 · XMOS and Plumerai have agreed a new strategic partnership that will support the development of binarized neural network (BNN) capabilities.
[67]
Embedded World: XMOS qualifies to AEC-Q100 for automotive
Feb 25, 2014 · XMOS is chasing automotive business by qualifying its multi-core microcontrollers to AEC-Q100. “The xCORE architecture is a fit for many ...
[68]
[PDF] Realtime robotic control on xcore.ai
This project aims to design and implement a real-time control system for a mobile robot using the XMOS xcore.ai processor. The robot will autonomously navigate ...
[69]
Fast, Flexible & Economical Processors - XMOS
Our processors and purpose-designed applications help product designers innovate and get to market fast, putting intelligence at the core of smart devices.Missing: professional 2009-2015
[70]
Modbus and CANopen added to protocols in XMOS' industrial ...
Jul 3, 2013 · CANopen and Modbus are well established as industrial communications protocols. The addition of these new soft peripherals allows designers ...
[71]
Vendor ID List - EtherCAT Technology Group
XMOS Semiconductor. 0x00000384, MKS Denmark ApS. 0x0000038B, PLASUS GmbH. 0x0000038C, Promicon Elektronik GmbH + Co. KG. 0x00000397, Hein Lanz GmbH. 0x0000039D ...<|separator|>
[72]
Dev Kits & Debug Adapters - XMOS
The xcore.ai evaluation kit allows testing in multiple application scenarios and provides a good general software development board for evaluating xcore.ai.Missing: explorer | Show results with:explorer
[73]
[PDF] the edge of tomorrow | xmos
xcore.ai is a fast, flexible and economical crossover processor for AIoT applications. High performance compute, real-time inferencing, decisioning at the ...
[74]
[PDF] THE EDGE OF NOW - Astute Group
It will chart the growth of the AIoT, explore the reasons behind such positivity, and detail a range of applications which – in combination with falling market.