category: AI/ML/DL

category: IoT, Security & Automotive

Performance Of Analog In-Memory Computing On Imaging Problems
By Technical Paper Link - 09 May, 2023 - Comments: 0

A technical paper titled "Accelerating AI Using Next-Generation Hardware: Possibilities and Challenges With Analog In-Memory Computing" was published by researchers at Lund University and Ericsson Research. Abstract "Future generations of computing systems need to continue increasing processing speed and energy efficiency in order to meet the growing workload requirements under stringent en... » read more

Circuit Layout-Level Hardware Trojan Detection
By Technical Paper Link - 09 May, 2023 - Comments: 0

A new technical paper titled "A Needle in the Haystack: Inspecting Circuit Layout to Identify Hardware Trojans" was published by researchers at The University of Texas at Dallas and Qualcomm. Abstract "Distributed integrated circuit (IC) supply chain has resulted in a myriad of security vulnerabilities including that of hardware Trojan (HT). An HT can perform malicious modifications on an I... » read more

28nm-HKMG-Based FeFET Devices For Synaptic Applications
By Technical Paper Link - 09 May, 2023 - Comments: 0

A technical paper titled "28 nm high-k-metal gate ferroelectric field effect transistors based synapses- A comprehensive overview" was published by researchers at Fraunhofer-Institut für Photonische Mikrosysteme IPMS, Indian Institute of Technology Madras, and GlobalFoundries. Abstract This invited article we present a comprehensive overview of 28 nm high-k-metal gate-based ferroelectric f... » read more

Recent Developments in Neuromorphic Computing, Focusing on Hardware Design and Reliability
By Technical Paper Link - 08 May, 2023 - Comments: 0

A new technical paper titled "Special Session: Neuromorphic hardware design and reliability from traditional CMOS to emerging technologies" was published by researchers at Univ. Lyon, Ecole Centrale de Lyon, Univ. Grenoble Alpes, Hewlett Packard Labs, CEA-LETI, and Politecnico di Torino. Abstract "The field of neuromorphic computing has been rapidly evolving in recent years, with an incre... » read more

ML-Based Third-Party IP Trust Verification Framework (U. of Florida, U. of Kansas)
By Technical Paper Link - 01 May, 2023 - Comments: 0

A technical paper titled "Hardware IP Assurance against Trojan Attacks with Machine Learning and Post-processing" was published by researchers at University of Florida and University of Kansas. Abstract: "System-on-chip (SoC) developers increasingly rely on pre-verified hardware intellectual property (IP) blocks often acquired from untrusted third-party vendors. These IPs might contain hidd... » read more

Hyperscale HW Optimized Neural Architecture Search (Google)
By Technical Paper Link - 21 Apr, 2023 - Comments: 0

A new technical paper titled "Hyperscale Hardware Optimized Neural Architecture Search" was published by researchers at Google, Apple, and Waymo. "This paper introduces the first Hyperscale Hardware Optimized Neural Architecture Search (H2O-NAS) to automatically design accurate and performant machine learning models tailored to the underlying hardware architecture. H2O-NAS consists of three ... » read more

Spiking Neural Networks: Hardware & Algorithm Developments
By Technical Paper Link - 18 Apr, 2023 - Comments: 0

A new technical paper titled "Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware" was published by researchers at Purdue University, Pennsylvania State University, and Yale University. Excerpt from Abstract: "In this article, we outline several strides that neuromorphic computing based on spiking neural networks (SNNs) has taken over the recent past, a... » read more

Digital Neuromorphic Processor: Algorithm-HW Co-design (imec / KU Leuven)
By Technical Paper Link - 11 Apr, 2023 - Comments: 0

A technical paper titled "Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design" was published by researchers at imec and KU Leuven. "In this work, we open the black box of the digital neuromorphic processor for algorithm designers by presenting the neuron processing instruction set and detailed energy consumption of the SENeCA neuromorphic architect... » read more

Scalable, Shared-L1-Memory Manycore RISC-V System
By Technical Paper Link - 10 Apr, 2023 - Comments: 0

A new technical paper titled "MemPool: A Scalable Manycore Architecture with a Low-Latency Shared L1 Memory" was published by researchers at ETH Zurich and University of Bologna. Abstract: "Shared L1 memory clusters are a common architectural pattern (e.g., in GPGPUs) for building efficient and flexible multi-processing-element (PE) engines. However, it is a common belief that these tightly... » read more

Autonomous Driving: End-to-End Surround 3D Camera Perception System (NVIDIA)
By Technical Paper Link - 10 Apr, 2023 - Comments: 0

A new technical paper titled "NVAutoNet: Fast and Accurate 360∘ 3D Visual Perception For Self Driving" was published by researchers at NVIDIA. Abstract "Robust real-time perception of 3D world is essential to the autonomous vehicle. We introduce an end-to-end surround camera perception system for self-driving. Our perception system is a novel multi-task, multi-camera network which takes a... » read more

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