SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers - Alberto Marchisio; Davide Dura; Maurizio Capra; Maurizio Martina; Guido Masera; Muhammad Shafique (International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, 2023)

SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers - Alberto Marchisio; Davide Dura; Maurizio Capra; Maurizio Martina; Guido Masera; Muhammad Shafique (CoRR, 2023)

A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things - Maurizio Capra; Francesco Conti; Maurizio Martina (64th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2021, Lansing, MI, USA, August 9-11, 2021, 2021)

Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead - Maurizio Capra; Beatrice Bussolino; Alberto Marchisio; Guido Masera; Maurizio Martina; Muhammad Shafique (IEEE Access, 2020)

An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks - Maurizio Capra; Beatrice Bussolino; Alberto Marchisio; Muhammad Shafique; Guido Masera; Maurizio Martina (Future Internet, 2020)

Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis - Riccardo Peloso; Maurizio Capra; Luigi Sole; Massimo Ruo Roch; Guido Masera; Maurizio Martina (Sensors, 2020)

Assessing the Feasibility of Augmenting Fall Detection Systems by Relying on UWB-Based Position Tracking and a Home Robot - Maurizio Capra; Stefano Sapienza; Paolo Motto Ros; Alessio Serrani; Maurizio Martina; Alessandro Puiatti; Paolo Bonato; Danilo Demarchi (Sensors, 2020)

Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead - Maurizio Capra; Beatrice Bussolino; Alberto Marchisio; Guido Masera; Maurizio Martina; Muhammad Shafique (CoRR, 2020)

Edge Computing: A Survey On the Hardware Requirements in the Internet of Things World - Maurizio Capra; Riccardo Peloso; Guido Masera; Massimo Ruo Roch; Maurizio Martina (Future Internet, 2019)

VLSI Architectures for the Steerable-Discrete-Cosine-Transform (SDCT) - Luigi Sole; Riccardo Peloso; Maurizio Capra; Massimo Ruo Roch; Guido Masera; Maurizio Martina (Applications in Electronics Pervading Industry, Environment and Society - APPLEPIES 2019, Pisa, Italy, 11-13 September 2019, 2019)

Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network - Erik Anzalone; Maurizio Capra; Riccardo Peloso; Maurizio Martina; Guido Masera (Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the Thirteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017, August, 12-15, 2017, Matsue, Shimane, Japan, Part I, 2017)