Barbara De Salvo

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 19

Top Topics

Genetically Optimized

Biologically Inspired

Spiking Neural Networks

Synaptic Weights

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine. IEEE J. Solid State Circuits 59 (7) (2024)
Reid Pinkham, Jack Erhardt, Barbara De Salvo, Andrew Berkovich, Zhengya Zhang
ANSA: Adaptive Near-Sensor Architecture for Dynamic DNN Processing in Compact Form Factors. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (3) (2023)
Vivek Parmar, Sandeep Kaur Kingra, Syed Shakib Sarwar, Ziyun Li, Barbara De Salvo, Manan Suri
Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications. CVPR Workshops (2023)
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine. CoRR (2023)
Moritz Scherer, Manuel Eggimann, Alfio Di Mauro, Arpan Suravi Prasad, Francesco Conti, Davide Rossi, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS. ESSCIRC (2023)
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications. IEEE Micro 43 (6) (2023)
Zhongnan Qu, Syed Shakib Sarwar, Xin Dong, Yuecheng Li, H. Ekin Sumbul, Barbara De Salvo
DRESS: Dynamic REal-time Sparse Subnets. CoRR (2022)
Xin Dong, Barbara De Salvo, Meng Li, Chiao Liu, Zhongnan Qu, H. T. Kung, Ziyun Li
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems. CoRR (2022)
Dominika Przewlocka-Rus, Syed Shakib Sarwar, H. Ekin Sumbul, Yuecheng Li, Barbara De Salvo
Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks. CoRR (2022)
Jorge Gomez, Saavan Patel, Syed Shakib Sarwar, Ziyun Li, Raffaele Capoccia, Zhao Wang, Reid Pinkham, Andrew Berkovich, Tsung-Hsun Tsai, Barbara De Salvo, Chiao Liu
Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation. CoRR (2022)
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications. CoRR (2022)
Xin Dong, Barbara De Salvo, Meng Li, Chiao Liu, Zhongnan Qu, H. T. Kung, Ziyun Li
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems. CVPR (2022)
Thomas Dalgaty, Melika Payvand, Barbara De Salvo, Jerome Casas, Giusy Lama, Etienne Nowak, Giacomo Indiveri, Elisa Vianello
Hybrid CMOS-RRAM Neurons with Intrinsic Plasticity. ISCAS (2019)
Thomas Dalgaty, Elisa Vianello, Denys Ly, Giacomo Indiveri, Barbara De Salvo, Etienne Nowak, Jerome Casas
Insect-Inspired Elementary Motion Detection Embracing Resistive Memory and Spiking Neural Networks. Living Machines (2018)
Barbara De Salvo
Brain-Inspired technologies: Towards chips that think? ISSCC (2018)
Yiran Chen, Tei-Wei Kuo, Barbara De Salvo
Guest Editors' Introduction: Critical and Enabling Techniques for Emerging Memories. IEEE Des. Test 34 (3) (2017)
Mouhamad Alayan, Elisa Vianello, Barbara De Salvo, Luca Perniola, Andrea Padovani, Luca Larcher
-Based RRAM. IEEE Des. Test 34 (3) (2017)
Elisa Vianello, Thilo Werner, Alessandro Grossi, Etienne Nowak, Barbara De Salvo, Luca Perniola, Olivier Bichler, Blaise Yvert
Bioinspired Programming of Resistive Memory Devices for Implementing Spiking Neural Networks. ACM Great Lakes Symposium on VLSI (2017)
Thilo Werner, Daniele Garbin, Elisa Vianello, Olivier Bichler, D. Cattaert, Blaise Yvert, Barbara De Salvo, Luca Perniola
Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses. ISCAS (2016)
Barbara De Salvo, Elisa Vianello, Olivier Thomas, Fabien Clermidy, Olivier Bichler, Christian Gamrat, Luca Perniola
Emerging resistive memories for low power embedded applications and neuromorphic systems. ISCAS (2015)
Daniele Garbin, Elisa Vianello, Olivier Bichler, M. Azzaz, Quentin Rafhay, Philippe Candelier, Christian Gamrat, Gérard Ghibaudo, Barbara De Salvo, Luca Perniola
On the impact of OxRAM-based synapses variability on convolutional neural networks performance. NANOARCH (2015)
Elisa Vianello, Olivier Thomas, M. Harrand, Santhosh Onkaraiah, T. Cabout, Boubacar Traore, T. Diokh, Houcine Oucheikh, Luca Perniola, Gabriel Molas, Philippe Blaise, J.-F. Nodin, Eric Jalaguier, Barbara De Salvo
Back-end 3D integration of HfO2-based RRAMs for low-voltage advanced IC digital design. ICICDT (2013)
Manan Suri, Daniele Garbin, Olivier Bichler, Damien Querlioz, Dominique Vuillaume, Christian Gamrat, Barbara De Salvo
Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy. NANOARCH (2013)
Remi Coquand, Sylvain Barraud, Mikaël Cassé, Masahiro Koyama, Virginie Maffini-Alvaro, Marie-Pierre Samson, Lucie Tosti, Xavier Mescot, Gérard Ghibaudo, Stéphane Monfray, Frédéric Boeuf, Olivier Faynot, Barbara De Salvo
Low-temperature transport characteristics in SOI and sSOI nanowires down to 8nm width: Evidence of IDS and mobility oscillations. ESSDERC (2013)
Boubacar Traore, Elisa Vianello, Gabriel Molas, Marc Gely, Jean-François Nodin, Eric Jalaguier, Philippe Blaise, Barbara De Salvo, Leonardo R. C. Fonseca, Kanhao Xue, Yoshio Nishi
On the forming-free operation of HfOx based RRAM devices: Experiments and ab initio calculations. ESSDERC (2013)
Giorgio Palma, Elisa Vianello, Olivier Thomas, Houcine Oucheikh, Santhosh Onkaraiah, Alain Toffoli, Catherine Carabasse, Gabriel Molas, Barbara De Salvo
A novel HfO2-GeS2-Ag based conductive bridge RAM for reconfigurable logic applications. ESSDERC (2013)
Giorgio Palma, Manan Suri, Damien Querlioz, Elisa Vianello, Barbara De Salvo
Stochastic neuron design using conductive bridge RAM. NANOARCH (2013)
Elisa Vianello, Carlo Cagli, Gabriel Molas, Emeline Souchier, Philippe Blaise, Catherine Carabasse, G. Rodriguez, V. Jousseaume, Barbara De Salvo, F. Longnos, F. Dahmani, P. Verrier, D. Bretegnier, J. Liebault
On the impact of Ag doping on performance and reliability of GeS2-based Conductive Bridge Memories. ESSDERC (2012)
Gabriele Navarro, Sarra Souiki, Alain Persico, Veronique Sousa, ean-François Nodin, Carine Jahan, François Aussenac, Vincent Delaye, Olga Cueto, Luca Perniola, Barbara De Salvo
High temperature reliability of μtrench Phase-Change Memory devices. Microelectron. Reliab. 52 (9-10) (2012)
Manan Suri, Veronique Sousa, Luca Perniola, Dominique Vuillaume, Barbara De Salvo
Phase change memory for synaptic plasticity application in neuromorphic systems. IJCNN (2011)
Giovanni Chiorboli, Barbara De Salvo, Giovanni Franco, Carlo Morandi
Some thoughts on the word error rate measurement of A/D converters. ICECS (1998)