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Masera, Guido
 

Own Publications Eigene Publikationen

Results 1-15 of 15 (Search time: 0.005 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Marchisio, Alberto ; Dura, Davide ; Capra, Maurizio ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad SwiftTron: An Efficient Hardware Accelerator for Quantized TransformersInproceedings Konferenzbeitrag 2023
2Viale, Alberto ; Marchisio, Alberto ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic ProcessorInproceedings Konferenzbeitrag Dec-2022
3Marchisio, Alberto ; Bussolino, Beatrice ; Salvati, Edoardo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad Enabling Capsule Networks at the Edge through Approximate Softmax and Squash OperationsInproceedings Konferenzbeitrag 2022
4Hanif, Muhammad Abdullah ; Sarda, Giuseppe Maria ; Marchisio, Alberto ; Masera, Guido ; Martina, Maurizio ; Shafique, Muhammad CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural NetworksInproceedings Konferenzbeitrag 2022
5Marchisio, Alberto ; Pira, Giacomo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision SensorsKonferenzbeitrag Inproceedings 2021
6Viale, Alberto ; Marchisio, Alberto ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research ProcessorKonferenzbeitrag Inproceedings 2021
7Marchisio, Alberto ; Pira, Giacomo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural NetworksKonferenzbeitrag Inproceedings 2021
8Colucci, Alessio ; Marchisio, Alberto ; Bussolino, Beatrice ; Mrazek, Voitech ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-ProgressKonferenzbeitrag Inproceedings 2020
9Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad Q-CapsNets: A Specialized Framework for Quantizing Capsule NetworksKonferenzbeitrag Inproceedings 2020
10Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule NetworksKonferenzbeitrag Inproceedings 2020
11Capra, Maurizio ; Bussolino, Beatrice ; Marchisio, Alberto ; Masera, Guido ; Martina, Maurizio ; Shafique, Muhammad Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road AheadArtikel Article 2020
12Capra, Maurizio ; Bussolino, Beatrice ; Marchisio, Alberto ; Shafique, Muhammad ; Masera, Guido ; Martina, Maurizio An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural NetworksArtikel Article 2020
13Paltrinieri, Alberto ; Peloso, Riccardo ; Masera, Guido ; Shafique, Muhammad ; Martina, Maurizio On the Effect of Approximate-Computing in Motion EstimationArtikel Article 2019
14Selvo, Paolo ; Masera, Maurizio ; Peloso, Riccardo ; Masera, Guido ; Shafique, Muhammad ; Martina, Maurizio An Optimized Partial-Distortion-Elimination Based Sum-of-Absolute-Differences Architecture for High-Efficiency-Video-CodingKonferenzbeitrag Inproceedings 2018
15Burg, Andreas ; Studer, Christoph ; Lüthi, Peter ; Haene, Simon ; Perels, David ; Bölcskei, Helmut ; Biglieri, Ezio ; Cerato, Barbara ; Masera, Guido ; Viterbo, Emanuele ; Mecklenbräuker, Christoph Selected transceiver algorithms and corresponding complexity/performance tradeoffsBericht Report2007