tag: FPGA

Applying Machine Learning to EDA, FPGA Design Automation Tools
By Technical Paper Link - 11 Oct, 2023 - Comments: 0

A technical paper titled “Application of Machine Learning in FPGA EDA Tool Development” was published by researchers at the University of Texas Dallas. Abstract: "With the recent advances in hardware technologies like advanced CPUs and GPUs and the large availability of open-source libraries, machine learning has penetrated various domains, including Electronics Design Automation (EDA). E... » read more

Neuromorphic Hardware Accelerator For Heterogeneous Many-Accelerator SoCs
By Technical Paper Link - 28 Sep, 2023 - Comments: 0

A technical paper titled “SpikeHard: Efficiency-Driven Neuromorphic Hardware for Heterogeneous Systems-on-Chip” was published by researchers at Columbia University. Abstract: "Neuromorphic computing is an emerging field with the potential to offer performance and energy-efficiency gains over traditional machine learning approaches. Most neuromorphic hardware, however, has been designed wi... » read more

Framework for Prototyping And In-Hardware Evaluation of Post-Quantum Cryptography HW Accelerators (TU Darmstadt)
By Technical Paper Link - 19 Sep, 2023 - Comments: 0

A technical paper titled “PQC-HA: A Framework for Prototyping and In-Hardware Evaluation of Post-Quantum Cryptography Hardware Accelerators” was published by researchers at TU Darmstadt. Abstract: "In the third round of the NIST Post-Quantum Cryptography standardization project, the focus is on optimizing software and hardware implementations of candidate schemes. The winning schemes are ... » read more

A RISC-V Capability Architecture Orchestrating Compiler, Architecture, And System Designs For Full Memory Safety (Georgia Tech, Arm Research)
By Technical Paper Link - 08 Aug, 2023 - Comments: 0

A technical paper titled “RV-CURE: A RISC-V Capability Architecture for Full Memory Safety” was published by researchers at Georgia Institute of Technology and Arm Research. Abstract: "Despite decades of efforts to resolve, memory safety violations are still persistent and problematic in modern systems. Various defense mechanisms have been proposed, but their deployment in real systems re... » read more

Embedded GPU for FPGA, Achieving Over 770 MHz Operating Frequency With Unconstrained Compile
By Technical Paper Link - 02 Aug, 2023 - Comments: 0

A technical paper titled “eGPU: A 750 MHz Class Soft GPGPU for FPGA” was published by researchers at Intel Corporation and Imperial College London. Abstract: "This paper introduces the eGPU, a SIMT soft processor designed for FPGAs. Soft processors typically achieve modest operating frequencies, a fraction of the headline performance claimed by modern FPGA families, and obtain correspondi... » read more

CNN Hardware Architecture With Weights Generator Module That Alleviates Impact Of The Memory Wall
By Technical Paper Link - 01 Aug, 2023 - Comments: 0

A technical paper titled “Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation” was published by researchers at Samsung AI Center and University of Cambridge. Abstract: "The unprecedented accuracy of convolutional neural networks (CNNs) across a broad range of AI tasks has led to their widespread deployment in mobile and embedded settings. In a pursuit for high... » read more

A Hardware Accelerator Designed For The Homomorphic SEAL-Embedded Library
By Technical Paper Link - 20 Jul, 2023 - Comments: 0

A technical paper titled "VLSI Design and FPGA Implementation of an NTT Hardware Accelerator for Homomorphic SEAL-Embedded Library" was published by researchers at University of Pisa. Abstract: "Homomorphic Encryption (HE) allows performing specific algebraic computations on encrypted data without the need for decryption. For this reason, HE is emerging as a strong privacy-preserving solution... » read more

Fast Time-To-Digital Converters As Ultra-Precise Stopwatches For Quantum Technologies
By Kay-Uwe Giering - 08 Jun, 2023 - Comments: 0

Quantum technologies enable versatile novel applications in modern engineering topics such as information processing, communication or sensing. In particular, photonic quantum technologies are an innovative field of development which, based on the quantization of light, implements a qubit for example in the polarization or phase of a single photon, or in other degrees of freedom of the electrom... » read more

Advantages, Disadvantages, And Use Cases Of FPGAs
By Technical Paper Link - 07 Jun, 2023 - Comments: 0

A technical paper titled “Data Processing with FPGAs on Modern Architectures” was published by researchers at ETH Zürich. Abstract: "Trends in hardware, the prevalence of the cloud, and the rise of highly demanding applications have ushered an era of specialization that is quickly changing the way data is processed at scale. These changes are likely to continue and accelerate in the next... » read more

Modular FPGA Makes FPGA Easier To Use
By Flex Logix - 31 May, 2023 - Comments: 0

Traditionally FPGAs are configured once at boot/power-on. This is because they almost always store the configuration file in a Flash memory which is updated from time to time (like your smart phone’s OS and apps). But eFPGA is in your SoC, so you can provide the configuration files from on chip SRAM, on chip NVM and/or off chip DRAM. EFLX eFPGA is reconfigurable. Process nodes like 40nm... » read more

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