category: Power & Performance

category: IoT, Security & Automotive

Survey: HW SW Co-Design Approaches Tailored to LLMs
By Technical Paper Link - 11 Oct, 2024 - Comments: 0

A new technical paper titled "A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models" was published by researchers at Duke University and Johns Hopkins University. Abstract "The rapid development of large language models (LLMs) has significantly transformed the field of artificial intelligence, demonstrating remarkable capabilities in natural language proce... » read more

Strain Engineering in 2D FETs (UCSB)
By Technical Paper Link - 07 Oct, 2024 - Comments: 0

A new technical paper titled "Strain engineering in 2D FETs: Physics, status, and prospects" was published by researchers at UC Santa Barbara. "In this work, we explore the physics and evaluate the merits of strain engineering in two-dimensional van der Waals semiconductor-based FETs (field-effect-transistors) using DFT (density functional theory) to determine the modulation of the channel m... » read more

TFETs: Design and Operation, Including Material Selection and Simulation Methods
By Technical Paper Link - 07 Oct, 2024 - Comments: 0

A new technical paper titled "Multiscale Simulation and Machine Learning Facilitated Design of Two-Dimensional Nanomaterials-Based Tunnel Field-Effect Transistors: A Review" was published by researchers at University of Chicago and Argonne National Lab. Abstract "Traditional transistors based on complementary metal-oxide-semiconductor (CMOS) and metal-oxide-semiconductor field-effect transi... » read more

Multi-Node, Virtualized Neuromorphic Architecture
By Technical Paper Link - 06 Oct, 2024 - Comments: 0

A new technical paper titled "NeuroVM: Dynamic Neuromorphic Hardware Virtualization" was published by researchers at Stanford University, UT Austin and Temsa Research & Development Center. Abstract "This paper introduces a novel approach in neuromorphic computing, integrating heterogeneous hardware nodes into a unified, massively parallel architecture. Our system transcends traditional ... » read more

Review Paper: Challenges Required To Bring the Energy Consumption Down in Microelectronics (Rice, UC Berkeley, Georgia Tech, Et al.)
By Technical Paper Link - 06 Oct, 2024 - Comments: 0

A new review article titled "Roadmap on low-power electronics" by researchers at Rice University, UC Berkeley, Georgia Tech, TSMC, Intel, Harvard, et al. This roadmap to energy efficient electronics written by numerous collaborators covers materials, modeling, architectures, manufacturing, metrology and more. Find the technical paper here. September 2024. Ramamoorthy Ramesh, Sayeef Sal... » read more

Fine-Grained Functional Partitioning For Low Level SRAM Cache in 3D-IC designs (imec)
By Technical Paper Link - 27 Sep, 2024 - Comments: 0

A new technical paper titled "Towards Fine-grained Partitioning of Low-level SRAM Caches for Emerging 3D-IC Designs" was published by researchers at imec. "We propose a partitioning of low-level (faster access) caches in 3D using an Array Under CMOS (AuC) technology paradigm. Our study focuses on partitioning and optimization of SRAM bit-cells and peripheral circuits, enabling heterogeneous ... » read more

Novel NorthPole Architecture Enables Low-Latency, High-Energy-Efficiency LLM inference (IBM Research)
By Technical Paper Link - 27 Sep, 2024 - Comments: 0

A new technical paper titled "Breakthrough low-latency, high-energy-efficiency LLM inference performance using NorthPole" was published by researchers at IBM Research. At the IEEE High Performance Extreme Computing (HPEC) Virtual Conference in September 2024, new performance results for their AIU NorthPole AI inference accelerator chip were presented on a 3-billion-parameter Granite LLM. ... » read more

Hardware Acceleration Approach for KAN Via Algorithm-Hardware Co-Design
By Technical Paper Link - 26 Sep, 2024 - Comments: 2

A new technical paper titled "Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference" was published by researchers at Georgia Tech, TSMC and National Tsing Hua University. Abstract "Recently, a novel model named Kolmogorov-Arnold Networks (KAN) has been proposed with the potential to achieve the functionality of traditional deep neural networks (DNNs) using ... » read more

Flexible IGZO RISC-V Microprocessor
By Technical Paper Link - 26 Sep, 2024 - Comments: 0

A new technical paper titled "Bendable non-silicon RISC-V microprocessor" was published by researchers at Pragmatic Semiconductor, Qamcom,  and Harvard University. From the abstract: "Here we present Flex-RV, a 32-bit microprocessor based on an open RISC-V instruction set fabricated with indium gallium zinc oxide thin-film transistors on a flexible polyimide substrate, enabling an ultralow... » read more

Improving The Air-Stability and NBTI Reliability of BEOL CNFETs
By Technical Paper Link - 19 Sep, 2024 - Comments: 0

A new technical paper titled "Overcoming Ambient Drift and Negative-Bias Temperature Instability in Foundry Carbon Nanotube Transistors" was published by researchers at MIT, Stanford University, Carnegie Mellon University and Analog Devices. Abstract: "Back-end-of-line (BEOL) logic integration is emerging as a complementary scaling path to supplement front-end-of-line (FEOL) Silicon. Among ... » read more

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