Continuous Time Spiking Neural Network Field Programmable Neural Network Array
ID: A244-042Type: BOTH
Overview

Topic

Continuous Time Spiking Neural Network Field Programmable Neural Network Array

Agency

Department of DefenseN/A

Program

Type: SBIRPhase: BOTHYear: 2024

Topic Link

https://www.sbir.gov/node/2651309

Additional Information

https://www.defensesbirsttr.mil/SBIR-STTR/Opportunities/
Timeline
    Description

    The Department of Defense (DOD) is seeking proposals for the development of a continuous time spiking neural network field programmable neural network array. This technology falls under the Integrated Network Systems-of-Systems critical technology area. The objective is to create a mixed signal, programmable spiking neural network array integrated circuit. This field programmable neural network array would provide flexibility and low cost for neural network applications in the DoD and Army. The research will focus on the feasibility of developing the network using analog memory, field programmable gate arrays (FPGA), and field programmable analog arrays (FPAA). The project will be conducted in two phases, with the second phase involving the development of a prototype and the proposal of a Future of Vertical Flight/UAS demonstration project. The ultimate goal is to fabricate the neural network array integrated circuit and commercialize it for both government and commercial applications, including automotive vision, medical electronics, and big data analytics. The project duration is from 2024 to 2025, and interested parties can find more information on the grants.gov website.

    Files
    No associated files provided.
    Similar Opportunities
    DOD SBIR 24.4 Annual - xTechScalable AI
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the topic of "xTechScalable AI" as part of the SBIR program. The Army branch is specifically interested in novel and disruptive concepts and technology solutions that can address the vulnerabilities of current machine learning pipelines and models. The goal is to develop comprehensive security models that can defend against universal AI threat vectors and are scalable to rapidly evolving threats. The Army is particularly interested in proposals that focus on systematic testing and evaluation methods, trusted and secure validation and verification strategies, continuous monitoring capabilities, improved transparency and assurance of code and data, and improved telemetry capabilities. The Army will prioritize submissions from winners of the xTechScalable AI prize competition. The project will involve a Direct to Phase II submission, followed by the production of prototype solutions that are easy to operate by soldiers. Phase III will focus on maturing the technology to TRL 6/7 and producing prototypes for further development and commercialization. The deadline for proposal submission is March 31, 2025. For more information and to submit a proposal, visit the solicitation agency's website at [solicitationagencyurl].
    DOD SBIR 24.4 Annual - Open Topic for Persistent Experimentation
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for an open topic on Persistent Experimentation. The U.S. Army, under the Army Futures Command (AFC), is looking for novel and disruptive concepts and technology solutions with dual-use capabilities that can address current and future Army needs. The goal is to identify, experiment, and rapidly evolve transformative technology solutions to meet urgent and emerging threats. The Army is inviting eligible small businesses to submit innovative technology solutions that can be refined and advanced through a Persistent Experimentation (PE) approach. Selected proposals will have the opportunity to participate in Army experimentation events to mature and test the technology. Collaboration with technology integrators and commercial entities is encouraged. The solicitation is currently open, and Direct to Phase II (DP2) proposals will be accepted. DP2 awards are expected to produce a prototype solution ready for field demonstration and operation. Phase III will focus on the maturation of the technology and its commercialization. The technology areas of interest include Human-Machine Integration (HMI), autonomy, artificial intelligence, logistics, ground systems, air systems, robotics, sensors, and more. The solicitation can be found on grants.gov or the DOD SBIR/STTR website.
    DOD SBIR 24.4 Annual - xTechScalable AI
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the topic "xTechScalable AI" as part of the SBIR program. The Army branch is specifically interested in novel and disruptive concepts and technology solutions that can address the vulnerabilities of current machine learning pipelines and models. The goal is to develop comprehensive security models capable of defending against universal AI threat vectors. The Army is prioritizing proposals that focus on systematic testing and evaluation methods, trusted and secure validation and verification strategies, continuous monitoring capabilities, improved transparency and assurance of code and data, and improved telemetry capabilities. The Army will use the xTechScalable AI prize competition to identify small businesses that meet the criteria for award, and only winners of the competition will be eligible to submit a proposal under this topic. The project will have three phases: Phase I involves submitting a Direct to Phase II (DP2) proposal, Phase II involves producing prototype solutions for evaluation by soldiers, and Phase III involves completing the maturation of the technology and producing prototypes for further development and commercialization. The deadline for proposal submission is March 31, 2025. For more information and to submit a proposal, visit the solicitation agency's website at [solicitationagencyurl].
    DOD SBIR 24.4 Annual - Open Topic for Persistent Experimentation
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for an open topic on persistent experimentation. The U.S. Army, under the Office of the Under Secretary of Defense for Research and Engineering (OUSD (R&E)), is specifically interested in novel, disruptive concepts and technology solutions with dual-use capabilities. The goal is to address the Army's current needs and future concepts by experimenting, refining, and advancing technology solutions in operationally relevant environments. The Army encourages participation in its persistent experimentation events to mature and test the technology. Proposals should align with specific experimentation events and demonstrate potential for commercial applications. The phase I of the project will only accept Direct to Phase II (DP2) proposals, which should provide documentation of scientific and technical merit, feasibility, and potential commercial applications. DP2 awardees are expected to produce a prototype solution ready for field demonstration and deliver a technology transition and commercialization plan. Phase III focuses on the maturation of the technology to TRL 6/7 and further development and commercialization. The keywords for this solicitation include Human-Machine Integration (HMI), autonomy, artificial intelligence (AI), logistics, ground systems, air systems, robotics, sensors, and electromagnetic warfare (EW). The solicitation is open until March 31, 2025. For more information, visit the solicitation link.
    DOD SBIR 24.4 Annual - A/I Enabled ARP, Select, and Monitor
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the topic "A/I Enabled ARP, Select, and Monitor" as part of its SBIR program. The objective of this solicitation is to develop and deliver an Artificial Intelligence (AI)-enabled system to modernize and automate the Army's acquisition process, starting with the development of an Acquisition Requirements Package (ARP). The proposed system aims to alleviate current problems in the Army acquisition community, such as inconsistent results, lengthy and inefficient ARP development, and limited tools available to the workforce. The technology will use AI/ML to assist program managers in building ARP, conducting source selection activities, and monitoring contracts post-award. The Phase I of this project is only accepting Direct to Phase II (DP2) proposals with a cost of up to $2,000,000 for a 24-month period of performance. The Phase II effort is expected to deliver a basic AI capability to guide ARP development, with potential for expansion to other types of acquisitions. The Phase III dual-use applications include the use of Contract Management Software (CMS) technologies in various sectors such as healthcare, manufacturing, retail, IT and telecom, transportation and logistics, government, and financial services. The deadline for proposal submission is March 31, 2025. For more information, visit the solicitation agency's website here.
    DOD SBIR 24.4 Annual - Forward Looking Infrared (FLIR) Dual Band Focal Plane Array in High Definition Format
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the development of a small energy-efficient self-contained transceiver capable of wireless communication without using traditional radio frequency (RF) transport. The goal is to utilize a non-standard means of signal communication, such as magnetic, acoustic, or infrared, that is difficult to detect and report in covert activities. The transceiver should be highly resistant to interference, detection, and exploitation, and be self-contained, man-portable, easily concealable, and field programmable. The project duration is divided into two phases: Phase I involves creating a plausible design and rationale supporting the solution, while Phase II focuses on developing and testing a prototype that demonstrates the desired capabilities. The project aligns with the Army's smart sensing initiatives and aims to provide an innovative alternate means of low probability of detection (LPD) and low probability of interception (LPI) communications. The solicitation is open until March 31, 2025. For more information, visit the solicitation link.
    DOD SBIR 24.4 Annual - Proliferated Warfighter Space Architecture (PWSA) Advanced Capability Development Open Topic
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the Proliferated Warfighter Space Architecture (PWSA) Advanced Capability Development Open Topic. The Space Development Agency (SDA) is looking for novel architecture concepts, systems, technologies, and capabilities that enable leap-ahead improvements for future tranches of currently planned PWSA capability layers or address other emerging warfighter needs. The research areas include trusted AI and autonomy, advanced computing and software, integrated sensing and cyber, hypersonics, microelectronics, integrated network systems-of-systems, space technology, renewable energy generation and storage, advanced infrastructure, and advanced manufacturing. The solicitation is open for Phase II proposals only, and proposers must demonstrate the scientific and technical merit and feasibility of their projects. The research will be conducted in multiple themes, including integrating commercial sensing to the transport layer, developing optical inter-satellite link (OISL) technology and industrial base, cybersecurity, networking, in-space processing, increasing power for spacecraft bus, generic BMC3 hardware and middleware solutions, seamless multi-level security (MLS), and high-performance clocks for space. The Phase III applications of this research include providing low earth orbit communication systems and space-based processing for the distribution of overhead sensor data. The proposal submission deadline is March 31, 2025. For more information, visit the DOD SBIR 24.4 Annual solicitation notice on grants.gov or the SDA website.
    DOD SBIR 24.4 Annual - Chief Digital and Artificial Intelligence Office (CDAO) Data Mesh Reference Design (REFDES)
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the Chief Digital and Artificial Intelligence Office (CDAO) Data Mesh Reference Design (REFDES). The objective is to establish a set of software services that enable seamless interoperability of data across the Department of Defense (DoD) enterprise while retaining federated control, hosting, and ownership. The DoD aims to break the data out of stovepipes and create a data mesh that allows data users to discover, access, and consume DoD data products via self-service API. The data access must support attribute-based access control (ABAC) and operate in a zero-trust environment. The program consists of three phases, starting with the development of a formal REFDES in Phase I, followed by the creation of a Minimum Viable Product (MVP) in Phase II, and concluding with the delivery of a full production capability in Phase III. The REFDES must address key concepts such as VAULTIS compliance, services communication model and framework, data templating, dynamic attribution association, automated notification services, and cybersecurity and zero trust support. The resulting data mesh will support interoperability for applications in both battlefield and boardroom settings. The proposal submission deadline is March 31, 2025. For more information, visit the solicitation link.
    DOD SBIR 24.4 Annual - Tactical Implementation of Quantum Hardening
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the topic "Tactical Implementation of Quantum Hardening" as part of its SBIR program. The objective is to develop a tactical implementation of quantum hardening for Army systems on a tactical network to identify vulnerabilities, remove or remediate them, and maintain security against quantum cyber threats. The Army is interested in software that can future-proof Army networks related to quantum computing vulnerabilities. The ideal solution is a holistic suite of quantum-resistant security applications that can assess cryptographic security, implement quantum-resistant algorithms, and provide a crypto-agile framework to protect sensitive data. The project will involve analyzing Army networks, prioritizing critical networks, and transitioning to a quantum-safe architecture. The performer will prototype a software suite at technology readiness level 6, demonstrated in relevant environments. The project will have a Phase I and Phase II, with Phase II delivering a prototype for further Army evaluation. The performer will have access to a lab with tactical network capabilities and associated devices for iteration. The project will also include demonstrations at NetModX events in 2024 and 2025. Awardees may be eligible for a Phase IIb award after completing Phase II. Phase III will focus on commercialization objectives. The project is open for proposals until March 31, 2025. For more information, visit the solicitation agency URL: link.
    DOD SBIR 24.4 Annual - Tactical Implementation of Quantum Hardening
    Active
    Department of Defense
    The Department of Defense (DOD) is seeking proposals for the topic of "Tactical Implementation of Quantum Hardening" as part of its SBIR program. The objective is to develop a tactical implementation of quantum hardening for Army systems on a tactical network to identify vulnerabilities, remove or remediate them, and maintain security against quantum cyber threats. The Army is interested in software that can aid in future-proofing Army networks related to quantum computing vulnerabilities. The performer will prototype a representative software suite at technology readiness level 6, demonstrated in relevant environments. The ideal solution is a holistic suite of quantum-resistant security applications that can help organizations assess their cryptographic security posture, implement quantum-resistant cryptographic algorithms, and provide a crypto-agile framework to protect sensitive data from adversarial quantum computer attacks. The project will be conducted in two phases, with the second phase involving the development, building, and demonstration of a prototype. The performer will have access to a lab with tactical network capabilities and associated devices for iteration. A final demonstration will be conducted at NetModX 2025. Awardees may also be eligible for a Phase IIb award after completion of Phase II. The objective of Phase III is for the small business to pursue commercialization objectives through system-level integration and prototype demonstration. The topic is restricted under ITAR and EAR regulations. The deadline for proposal submission is March 31, 2025. For more information, visit the DOD SBIR website.