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09/18/2023
Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency
The ever-increasing computational and storage requirements of modern app...
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07/12/2023
Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems
This paper deploys and explores variants of TinyissimoYOLO, a highly fle...
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07/07/2023
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers
Transformer networks have emerged as the state-of-the-art approach for n...
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06/27/2023
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms
Recent trends in deep learning (DL) imposed hardware accelerators as the...
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08/28/2022
RUAD: unsupervised anomaly detection in HPC systems
The increasing complexity of modern high-performance computing (HPC) sys...
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05/27/2022
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers
Random Forests (RFs) are widely used Machine Learning models in low-powe...
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03/28/2022
Robust and Energy-efficient PPG-based Heart-Rate Monitoring
A wrist-worn PPG sensor coupled with a lightweight algorithm can run on ...
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03/09/2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices
Neither deep neural networks nor symbolic AI alone have approached the k...
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10/18/2021
Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode
The Internet-of-Things requires end-nodes with ultra-low-power always-on...
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08/14/2020
Manticore: A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing
Data-parallel problems demand ever growing floating-point (FP) operation...
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07/15/2020
A 0.5GHz 0.35mW LDO-Powered Constant-Slope Phase Interpolator with 0.22% INL
Clock generators are an essential and critical building block of any com...
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05/12/2020
ChewBaccaNN: A Flexible 223 TOPS/W BNN Accelerator
Binary Neural Networks enable smart IoT devices, as they significantly r...
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11/19/2019
Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores
Single-issue processor cores are very energy efficient but suffer from t...
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06/04/2019
In-memory hyperdimensional computing
Hyperdimensional computing (HDC) is an emerging computing framework that...
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05/01/2019
Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications
As of today, large-scale wireless sensor networks are adopted for smart ...
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04/10/2019
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-ready 1.7GHz 64bit RISC-V Core in 22nm FDSOI Technology
The open-source RISC-V ISA is gaining traction, both in industry and aca...
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02/19/2018
