Massimiliano Di Ventra

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 46

Top Topics

Computing Paradigm

Swarm Intelligence

Boltzmann Machines

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Dyk Chung Nguyen, Yuan-Hang Zhang, Massimiliano Di Ventra, Yuriy V. Pershin
Hardware Implementation of Digital Memcomputing on Small-Size FPGAs. MWSCAS (2023)
Massimiliano Di Ventra
Brain-Like Features of MemComputing Machines. MOCAST (2023)
Massimiliano Di Ventra
MemComputing: Fundamentals and Application. CF (2023)
Erbin Qiu, Yuan-Hang Zhang, Massimiliano Di Ventra, Ivan K. Schuller
Reconfigurable cascaded thermal neuristors for neuromorphic computing. CoRR (2023)
Giovanni Finocchio, Supriyo Bandyopadhyay, Peng Lin, Gang Pan, J. Joshua Yang, Riccardo Tomasello, Christos Panagopoulos, Mario Carpentieri, Vito Puliafito, Johan Åkerman, Hiroki Takesue, Amit Ranjan Trivedi, Saibal Mukhopadhyay, Kaushik Roy, Vinod K. Sangwan, Mark C. Hersam, Anna Giordano, Huynsoo Yang, Julie Grollier, Kerem Camsari, Peter L. McMahon, Supriyo Datta, Jean Anne C. Incorvia, Joseph S. Friedman, Sorin Cotofana, Florin Ciubotaru, Andrii Chumak, Azad J. Naeemi, Brajesh Kumar Kaushik, Yao Zhu, Kang Wang, Belita Koiller, Gabriel Aguilar, Guilherme Temporão, Kremena Makasheva, Aida Tordi-Sanial, Jennifer Hasler, William Levy, Vwani Roychowdhury, Samiran Ganguly, Avik W. Ghosh, Davi Rodriquez, Satoshi Sunada, Karin Evershor-Sitte, Amit Lal, Shubham Jadhav, Massimiliano Di Ventra, Yuriy V. Pershin, Kosuke Tatsumura, Hayato Goto
Roadmap for Unconventional Computing with Nanotechnology. CoRR (2023)
Daniel Primosch, Yuan-Hang Zhang, Massimiliano Di Ventra
Self-Averaging of Digital MemComputing Machines. CoRR (2023)
Massimiliano Di Ventra
Brain-like features of MemComputing machines. CoRR (2023)
Yuan-Hang Zhang, Massimiliano Di Ventra
Implementation of digital MemComputing using standard electronic components. CoRR (2023)
Dyk Chung Nguyen, Yuan-Hang Zhang, Massimiliano Di Ventra, Yuriy V. Pershin
Hardware implementation of digital memcomputing on small-size FPGAs. CoRR (2023)
Massimiliano Di Ventra
MemComputing vs. Quantum Computing: some analogies and major differences. CoRR (2022)
Yuan-Hang Zhang, Massimiliano Di Ventra
Directed percolation and numerical stability of simulations of digital memcomputing machines. CoRR (2021)
Yuriy V. Pershin, J. Kim, T. Datta, Massimiliano Di Ventra
An experimental demonstration of the memristor test. CoRR (2021)
Haik Manukian, Massimiliano Di Ventra
Mode-Assisted Joint Training of Deep Boltzmann Machines. CoRR (2021)
Yuriy V. Pershin, C.-C. Chien, Massimiliano Di Ventra
The Fourier signatures of memristive hysteresis. CoRR (2020)
Yuriy V. Pershin, Massimiliano Di Ventra
On the validity of memristor modeling in the neural network literature. Neural Networks 121 (2020)
Sean R. B. Bearden, Yan Ru Pei, Massimiliano Di Ventra
Efficient Solution of Boolean Satisfiability Problems with Digital MemComputing. CoRR (2020)
Giovanni De Micheli, Antun Domic, Massimiliano Di Ventra, Martin Roettler, Jason Cong
2019 DAC Roundtable. IEEE Des. Test 37 (3) (2020)
Forrest Sheldon, Pietro Cicotti, Fabio L. Traversa, Massimiliano Di Ventra
Stress-Testing Memcomputing on Hard Combinatorial Optimization Problems. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Yan Ru Pei, Haik Manukian, Massimiliano Di Ventra
Generating Weighted MAX-2-SAT Instances with Frustrated Loops: an RBM Case Study. J. Mach. Learn. Res. 21 (2020)
Haik Manukian, Yan Ru Pei, Sean R. B. Bearden, Massimiliano Di Ventra
Mode-Assisted Unsupervised Learning of Restricted Boltzmann Machines. CoRR (2020)
Yan Ru Pei, Haik Manukian, Massimiliano Di Ventra
Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. CoRR (2019)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Accelerating deep learning with memcomputing. Neural Networks 110 (2019)
J. Kim, Yuriy V. Pershin, M. Yin, T. Datta, Massimiliano Di Ventra
An experimental proof that resistance-switching memories are not memristors. CoRR (2019)
Patsy Cadareanu, N. Reddy C, Carmen G. Almudéver, A. Khanna, Arijit Raychowdhury, Suman Datta, Koen Bertels, Vijayakrishan Narayanan, Massimiliano Di Ventra, Pierre-Emmanuel Gaillardon
Rebooting Our Computing Models. DATE (2019)
Yan Ru Pei, Fabio L. Traversa, Massimiliano Di Ventra
On the Universality of Memcomputing Machines. IEEE Trans. Neural Networks Learn. Syst. 30 (6) (2019)
Massimiliano Di Ventra, Igor V. Ovchinnikov
Digital Memcomputing: from Logic to Dynamics to Topology. CoRR (2019)
Yuriy V. Pershin, Massimiliano Di Ventra
On the validity of memristor modeling in the neural network literature. CoRR (2019)
Yuriy V. Pershin, Massimiliano Di Ventra
Comment on Φ memristor: Real memristor found" by F. Z. Wang, L. Li, L. Shi, H. Wu, and L. O. Chua [J. Appl. Phys 125, 054504 (2019)]. CoRR (2019)
Yuriy V. Pershin, Massimiliano Di Ventra
Comment on "If it's pinched it's a memristor" by L. Chua [Semicond. Sci. Technol 29, 104001 (2014)]. CoRR (2019)
Sean R. B. Bearden, Forrest C. Sheldon, Massimiliano Di Ventra
Critical branching processes in memcomputing. CoRR (2019)
Fabio L. Traversa, Massimiliano Di Ventra
MemComputing Integer Linear Programming. CoRR (2018)
Massimiliano Di Ventra, Fabio L. Traversa
Memcomputing: Leveraging memory and physics to compute efficiently. CoRR (2018)
Fabio L. Traversa, Pietro Cicotti, Forrest Sheldon, Massimiliano Di Ventra
Evidence of Exponential Speed-Up in the Solution of Hard Optimization Problems. Complex. 2018 (2018)
Forrest Sheldon, Pietro Cicotti, Fabio L. Traversa, Massimiliano Di Ventra
Stress-testing memcomputing on hard combinatorial optimization problems. CoRR (2018)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Accelerating Deep Learning with Memcomputing. CoRR (2018)
Forrest Sheldon, Fabio L. Traversa, Massimiliano Di Ventra
Taming a non-convex landscape with dynamical long-range order: memcomputing the Ising spin-glass. CoRR (2018)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Memcomputing Numerical Inversion With Self-Organizing Logic Gates. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Yan Ru Pei, Fabio L. Traversa, Massimiliano Di Ventra
On the Universality of Memcomputing Machines. CoRR (2017)
Massimiliano Di Ventra, Fabio L. Traversa
Absence of chaos in Digital Memcomputing Machines with solutions. CoRR (2017)
Fabio L. Traversa, Pietro Cicotti, Forrest Sheldon, Massimiliano Di Ventra
Evidence of an exponential speed-up in the solution of hard optimization problems. CoRR (2017)
Sean R. B. Bearden, Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Instantons in self-organizing logic gates. CoRR (2017)
Massimiliano Di Ventra, Fabio L. Traversa
Digital Memcomputing Machines. DATE (2016)
Massimiliano Di Ventra, Fabio L. Traversa, Igor V. Ovchinnikov
Topological field theory and computing with instantons. CoRR (2016)
Yuriy V. Pershin, Leonardo K. Castelano, Fabian Hartmann, Victor Lopez-Richard, Massimiliano Di Ventra
A Memristive Pascaline. IEEE Trans. Circuits Syst. II Express Briefs (6) (2016)
Yuriy V. Pershin, Massimiliano Di Ventra
Memcomputing Implementation of Ant Colony Optimization. Neural Process. Lett. 44 (1) (2016)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Memcomputing Numerical Inversion with Self-Organizing Logic Gates. CoRR (2016)
Fabio L. Traversa, Massimiliano Di Ventra
Polynomial-time solution of prime factorization and NP-hard problems with digital memcomputing machines. CoRR (2015)
Yuriy V. Pershin, Leonardo K. Castelano, Fabian Hartmann, Victor Lopez-Richard, Massimiliano Di Ventra
A Memcomputing Pascaline. CoRR (2015)
Fabio Lorenzo Traversa, Massimiliano Di Ventra
Universal Memcomputing Machines. IEEE Trans. Neural Networks Learn. Syst. 26 (11) (2015)
Francesca Puppo, Marie-Agnes Doucey, Massimiliano Di Ventra, Giovanni De Micheli, Sandro Carrara
Memristor-based devices for sensing. ISCAS (2014)
Yuriy V. Pershin, Massimiliano Di Ventra
Memcomputing and Swarm Intelligence. CoRR (2014)
Fabio L. Traversa, Chiara Ramella, Fabrizio Bonani, Massimiliano Di Ventra
Memcomputing NP-complete problems in polynomial time using polynomial resources. CoRR (2014)
Massimiliano Di Ventra, Fabio L. Traversa, Fabrizio Bonani, Yuriy V. Pershin
Dynamic computing random access memory: A brain-inspired computing paradigm with memelements. ISCAS (2014)
Fabio L. Traversa, Massimiliano Di Ventra
Universal Memcomputing Machines. CoRR (2014)
Yuriy V. Pershin, Fabio L. Traversa, Massimiliano Di Ventra
Memcomputing with membrane memcapacitive systems. CoRR (2014)
Fabio L. Traversa, Yuriy V. Pershin, Massimiliano Di Ventra
Memory Models of Adaptive Behavior. IEEE Trans. Neural Networks Learn. Syst. 24 (9) (2013)
Fabio Lorenzo Traversa, Fabrizio Bonani, Yuriy V. Pershin, Massimiliano Di Ventra
Dynamic Computing Random Access Memory. CoRR (2013)
Yuriy V. Pershin, Massimiliano Di Ventra
Memcapacitive neural networks. CoRR (2013)
Yuriy V. Pershin, Massimiliano Di Ventra
Self-organization and solution of shortest-path optimization problems with memristive networks CoRR (2013)
Michael Zwolak, Massimiliano Di Ventra
DNA sequencing via electron tunneling. ISCAS (2012)
Yuriy V. Pershin, Massimiliano Di Ventra
Neuromorphic, Digital, and Quantum Computation With Memory Circuit Elements. Proc. IEEE 100 (6) (2012)
Massimiliano Di Ventra, Yuriy V. Pershin
Memcomputing: a computing paradigm to store and process information on the same physical platform CoRR (2012)
Yuriy V. Pershin, Massimiliano Di Ventra
Solving mazes with memristors: a massively-parallel approach CoRR (2011)
Yuriy V. Pershin, Massimiliano Di Ventra
Teaching Memory Circuit Elements via Experiment-Based Learning CoRR (2011)
Yuriy V. Pershin, Massimiliano Di Ventra
Experimental demonstration of associative memory with memristive neural networks. Neural Networks 23 (7) (2010)
Yuriy V. Pershin, Massimiliano Di Ventra
Practical Approach to Programmable Analog Circuits With Memristors. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2010)
Massimiliano Di Ventra, Yuriy V. Pershin, Leon O. Chua
Circuit Elements With Memory: Memristors, Memcapacitors, and Meminductors. Proc. IEEE 97 (10) (2009)
Yuriy V. Pershin, Massimiliano Di Ventra
Practical approach to programmable analog circuits with memristors CoRR (2009)