Top 50 Analog Neural Network Chip in Latin America

Provides scalable neural processor unit (NPU) semiconductor IP with a packet-based architecture that enables parallel execution of AI workloads, achieving up to 90% processor utilization. This approach reduces memory overhead, power consumption, and latency while supporting complex AI models across edge devices in industries like mobile, automotive, and industrial automation.

Ambient Scientific develops the GPX10, an ultra-low power AI microprocessor designed for on-device applications, enabling years of operation on a single coin cell battery. This technology addresses the limitations of cloud dependency by providing efficient, always-on AI capabilities for battery-powered edge devices, enhancing data privacy and reducing operational costs.

EnCharge AI develops a scalable analog in-memory computing platform that enhances AI performance by achieving 20 times higher efficiency and 10 times lower total cost of ownership compared to traditional GPU solutions. This technology enables on-device processing, significantly reducing CO2 emissions and ensuring data privacy while making advanced AI accessible beyond cloud infrastructure.

Eliyan manufactures semiconductor interconnects using its NuLink™ PHY technology, which enables the creation of large System-in-Package (SiP) designs on standard packaging. This technology enhances AI performance by up to 10 times and increases bandwidth, power efficiency, and SiP size by up to four times, effectively addressing the limitations imposed by the memory wall in chiplet-based systems.

Baya Systems develops customizable, software-driven System IP solutions for chiplet-based semiconductor systems, enabling efficient data movement and high-performance computing. Their technology addresses the complexity and cost of delivering scalable, modular architectures by providing a unified fabric that supports advanced cache coherency and optimized throughput for diverse applications.

Celestial AI develops the Photonic Fabric™, an optical interconnect technology that enhances data transfer speeds and reduces latency in AI computing and memory infrastructure. This technology addresses the limitations of traditional interconnects by enabling high-bandwidth, low-latency connections essential for processing extensive AI workloads efficiently.

Nuvia designs high-performance processors optimized for compute-intensive applications through advanced silicon architecture, significantly enhancing processing speed and energy efficiency. The company provides a solution for the increasing demand for computational power in data centers and high-performance computing environments.

This startup designs and develops high-performance FPGA (Field-Programmable Gate Array) products, including programmable FPGA fabrics and discrete FPGAs with hardwired system-level blocks. Their offerings, such as data center and HPC hardware accelerator boards, provide high bandwidth and low latency for various applications.

Astera Labs develops semiconductor-based connectivity solutions, including PCIe over optics and smart fabric switches, to enhance the scalability and efficiency of AI and cloud infrastructure. Their technology addresses the challenge of optimizing resource management in data centers, enabling higher GPU cluster utilization and improved performance.

Ampere Computing designs high-performance data center processors, including the Ampere Altra and AmpereOne families, which feature up to 192 cores optimized for cloud-native applications. These processors deliver significant price-performance advantages, achieving up to 50% better efficiency compared to traditional x86 architectures, while addressing the growing demand for scalable and sustainable computing resources.

Zeto offers a wireless, dry electrode EEG headset designed for hospital use, eliminating the need for gel application and extensive preparation. This technology enables rapid and efficient brain activity monitoring, improving patient comfort and streamlining clinical workflows.

DeGirum develops an AI Hub that integrates hardware and software infrastructure to streamline the development and deployment of edge AI applications. By providing a unified software toolchain and flexible hardware options, it reduces time to market and minimizes costs associated with multiple hardware and application investments.

EdgeQ develops a Base Station-on-a-Chip that integrates 4G and 5G technologies for small and macro cell deployments, enabling customizable and field-deployable solutions compliant with 3GPP standards. This technology addresses the need for efficient, low-power wireless infrastructure to enhance network coverage and support mission-critical applications in various environments.

The startup offers an application-aware Multi-Cloud Networking (MCN) platform that optimizes data traffic across multiple cloud environments. This technology enhances application performance and reliability by providing real-time visibility and control over network resources, addressing issues of latency and connectivity in distributed cloud architectures.

D-Matrix has developed Corsair, an AI inference platform that achieves 60,000 tokens per second with 1 ms latency for Llama3 8B models, significantly enhancing throughput and energy efficiency in datacenters. This technology addresses the high computational costs and energy consumption associated with large-scale AI inference, enabling organizations to scale their AI capabilities sustainably.

Exomas is developing a regenerative therapeutic platform using neural stem cell-derived exosomes to treat neurodegenerative diseases. Their CBSD-EXO technology stimulates endogenous neural stem cell proliferation and promotes neurogenesis to restore neuronal function and mitigate cognitive and motor impairments.

NexGen Power Systems develops advanced power electronics solutions that enhance energy efficiency and reliability in various applications. Their technology addresses the inefficiencies in traditional power systems, enabling reduced energy consumption and lower operational costs for businesses.

Falcon Computing Solutions offers FPGA acceleration solutions designed for compute-intensive data center applications, enhancing processing speed and efficiency. Their technology addresses the demand for high-performance computing by enabling scalable and seamless integration into existing infrastructure.

Percipient.ai offers the Mirage® Intelligence Analysis Platform, which utilizes artificial intelligence to analyze unstructured multimedia and intelligence data in real time. This technology enhances decision-making capabilities for organizations by providing accurate insights into patterns and relationships, enabling them to protect critical resources and maintain operational effectiveness.

GRAID Technology offers SupremeRAID™, a GPU-based RAID solution that maximizes SSD performance for AI and machine learning workloads by eliminating traditional RAID bottlenecks and offloading RAID processing from the CPU. This technology enables up to 28 million IOPS and 260 GB/s throughput while supporting 32 native NVMe drives, enhancing data protection and system efficiency without the need for battery backup modules.

SoundHound AI provides voice AI solutions that enable brands to integrate natural language processing and speech recognition into their products. This technology enhances user interaction by allowing seamless voice commands, improving customer engagement and operational efficiency.

Koniku develops an organic neurocomputation platform that integrates biological neurons with silicon chips to create highly sensitive odor detection systems. This "brain-on-chip" technology offers preclinical testing services for mapping volatile organic compounds, enabling advanced applications in odor positioning and surveillance.

brain4care provides a non-invasive solution for monitoring intracranial compliance using a portable sensor that assesses the risk of intracranial hypertension in real-time. This technology enables rapid and safe neurological health evaluations, facilitating timely medical decisions without the need for radiation or invasive procedures.

photonicSENS develops a single lens 3D camera that captures both 2D images and 3D depth maps in a single shot, utilizing advanced light ray analysis to enhance depth perception. This technology enables precise object reconstruction in real-time, addressing challenges in visibility and measurement across various industries, including automotive and healthcare.

Sylvarum utilizes electrostimulation technology to enhance plant yield by directly interacting with the plant's nervous system. This approach addresses the challenge of low agricultural productivity by improving growth rates and resource efficiency in crop production.

Stardust is a B2B platform that connects neurodivergent talent with organizations seeking to enhance cognitive diversity through tailored training and accessibility solutions. The company addresses the underrepresentation of neurodivergent individuals in STEAM fields by providing a structured approach to recruitment, education, and workplace inclusion.

Aeonsemi develops analog mixed-signal DSP-centric integrated circuits, including the ChronoPHY™ multi-rate 10G Ethernet PHYs and Nemo™ multi-Gigabit Ethernet chipset, to enhance network communication performance. Their products provide low latency and high power efficiency, addressing the demands for reliable bandwidth and synchronization in modern communication systems.

The company is currently operating in stealth mode.

The startup is a learning platform that connects software developers to collaboratively create digital products through shared coding environments and version control systems. This approach addresses the challenge of fragmented development efforts by facilitating real-time collaboration and knowledge exchange among developers.

Aperture Therapeutics develops a drug discovery engine that utilizes extensive cell libraries representing genetic diversity to identify gene variants that confer protection against neurodegenerative diseases. By targeting specific RNA transcripts, the company aims to create therapies that can delay brain aging and improve outcomes for affected populations.

Netris provides VPC networking software that automates the management of network infrastructure across on-premises, edge, and bare metal environments, enabling dynamic multi-tenancy and isolation for cloud services. This technology simplifies the deployment of essential networking constructs, such as load balancing and NAT gateways, while reducing operational complexity and costs for cloud operators.

Neuronoff is developing the Injectrode, a minimally invasive medical device that uses a simple needle-based placement to create a low impedance path for electrical signals to modulate pain at the nerve level. This approach offers a drug-free alternative to traditional pain management methods, reducing the need for repeat drug injections and invasive surgeries.

The startup offers an AI-driven platform that utilizes neuroscience-based games and machine learning algorithms to enhance the hiring process. By assessing candidates cognitive and emotional traits, the platform improves the accuracy of candidate selection, reducing turnover and increasing employee satisfaction.

Anello Photonics develops Silicon Photonics Optical Gyroscopes (SiPhOG) that provide high-performance inertial navigation solutions in GPS-denied environments. Their technology integrates an ultra low-loss on-chip waveguide manufacturing process, significantly reducing size and cost while maintaining the accuracy and low-drift performance of traditional fiber optic gyroscopes.

CytoEM Innovations decodes the electromagnetic identity of various cell types to precisely control their growth and behavior through interferometry. This technology addresses the challenges of low cell yield and high production costs in bioprocesses, enhancing efficiency in pharmaceutical and agricultural applications.

The startup develops chip technology that integrates big data analytics and heterogeneous computing to enhance the functionality of the Internet of Things. This technology enables industries, such as automotive and healthcare, to incorporate artificial intelligence into their products and services, improving operational efficiency and decision-making capabilities.

The startup develops a telemetry solution device for industrial mold management that integrates IoT hardware with a cloud platform to monitor production status, count product pieces, and alert users to production stoppages. This technology enables manufacturers to analyze supplier performance, identify process improvement opportunities, and manage supplier risks effectively.

SIENTIA™ is an AIOps platform that enables the seamless deployment of AI models in Operational Technology environments, transforming Proofs of Concept into production-ready solutions. By integrating industry data, SIENTIA™ accelerates AI scalability and operational efficiency for heavy-asset industries, delivering measurable results in under one second of inference time.

The startup develops an anti-sleep headband that utilizes high-fidelity EEG technology and AI to detect drowsiness and microsleep in real-time. This device enhances driver safety by activating alert mechanisms to prevent accidents caused by fatigue.

The company designs at-home medical devices that use neurostimulation to improve cognitive function and sleep quality. These devices are intended for use by older adults and patients with mild cognitive impairment to enhance their cognitive state.

The startup develops neurotechnological tools that enhance auditory processing by reinforcing neural connections related to attention, memory, and comprehension. These tools assist health professionals and educators in improving communication skills and cognitive integration for users of all ages.

This neuro-technology company specializes in spinal cord stimulation for chronic pain and neurological disorders, utilizing a precise lead positioning system within the intrathecal space. By eliminating the need for opioids, their technology enhances treatment efficacy and improves patient outcomes.

Naturannova utilizes a computational platform that combines AI and bioinformatics to identify and analyze plant-based proteins, creating sustainable and clean label ingredients. The startup addresses the need for healthier food options by developing novel protein sources, such as their all-natural protein-based sweetener, through precision fermentation and laboratory testing.

LïnkAI Networking is a platform that employs artificial intelligence to analyze business profiles and generate personalized connections with potential clients and suppliers. By automating the networking process, it enables users to efficiently expand their professional network without the time-consuming effort typically required at events.

Aligned Carbon develops the Alcar wafer platform, which features semiconductor-pure, aligned carbon nanotubes grown on industry-standard wafers, enabling compatibility with CMOS fabrication processes. This technology addresses the limitations of traditional semiconductor materials by providing a 1000x improvement in power-performance, facilitating the advancement of next-generation computing systems.

The startup develops optical transceivers, active optical cables, and onboard optics to enhance data transmission capabilities in data centers. Their products address supply chain bottlenecks, enabling faster data center expansion and improved market responsiveness to growing data demands.

NeuroGeneces offers the NeuroInsight™ assessment, which utilizes biometric sensors and AI algorithms to detect atypical brain decline up to two decades before symptoms appear, enabling timely intervention. Additionally, the NeuroGevity system enhances memory consolidation by stimulating slow-wave sleep through synchronized sound, improving brain activity related to memory preservation.

DataSpoc offers a NoCode AutoML platform that enables businesses to rapidly create proprietary AI models, reducing development time by up to 83% and costs by 80% compared to traditional data science teams. The platform automates data preparation, model training, and deployment, allowing companies to leverage data-driven insights for improved decision-making without the need for extensive technical resources.

Augment Me utilizes a Neuro AI Agent that employs real-time data analysis and personalized recommendations to enhance mental capacity, productivity, and well-being. The app measures users' stress and focus levels, providing tailored strategies to improve cognitive performance and reduce anxiety.

The startup operates an artificial intelligence platform that utilizes video analytics and neural networks to identify unscanned products in retail environments. By leveraging existing security cameras, the solution enables retailers to minimize waste and enhance productivity through real-time product detection and analysis.