1. US Patent Application 19/458,726 (2026 January 24) “Growing Neural Networks to Outperform Fixed-Sized Neural Networks”, William L. Ditto, Anil Radhakrishnan, John F. Lindner.
2. US Patent Application 19/454,849 (2026 January 21) “Gradient Based Optimization of Chaogates”, William L. Ditto, Anil Radhakrishnan.
3. US Patent Application 18/854,170 (2024 October 4) “Diversity Based Deep Learning System”, William L. Ditto, Anshul Choudhary, Anil Radhakrishnan, John F. Lindner, Kathleen Marie Russell. 
4. US Patent Number 12,450,468 (2025 October 21) “Physics Augmented Neural Networks Configured for Operating with Chaotic and Ordered Environments,” William L. Ditto, John F. Lindner, Sudeshna Sinha, Scott Thomas Miller, Anshul Choudhary, Elliott Gregory Holliday.
5. US Patent Number 11,487,926 (2022 November 1) “Integrated Circuit with a Dynamics-Based Reconfigurable Block”, Behnam Kia, Allen Mendes, Akshay Parnami, Robin George, Kenneth Mobley, William L. Ditto.
6. US Patent Number 9,425,799 (2016 August 23) “Reconfigurable Logic Gates Using Chaotic Dynamics”, Behnam Kia, William Ditto.
7. US Patent Number 9,276,564 (2016 March 1) “Noise-Assisted Reprogrammable Nanomechanical Logic Gate and Method,” W. L. Ditto, P. Mohanty, S. Sinha, A. Bulsara, R. Ardeshir, D. N. Guerra, K. Murali.
8. US Patent Number 9,064,091 (2015 June 23) “Coupled Dynamical Systems for Chaos Computing”, William Ditto, Behnam Kia, Sarvenaz Kia.
9. US Patent Number 9,043,158 (2015 May 26) “Morphable Logic Gates using Logical Stochastic Resonance in an Engineered Gene Network, William L. Ditto, Adi R. Bulsara, Anna Dari, Behnam Kia.
10. US Patent Number 8,447,407 (2013 May 21) “Method and System for Detecting Epileptogenesis,” S. Talathi, D. Hwang, W. L. Ditto, P. R. Carney, M. L. Spano.
11. US Patent Number 8,436,637 (2013 May 7) “Noise-Assisted Reprogrammable Nanomechanical Logic Gate and Method,” W. L. Ditto, P. Mohanty, S. Sinha, A. Bulsara, R. Ardeshir, D. N. Guerra and K. Murali.
12. US Patent Number 8,250,055 (2012 August 21) “Nonlinear Dynamical Search Engine,” W. Ditto, A. Miliotis, S. Sinha.
13. US Patent Number 8,091,062 (2012 January 3) “Logic Circuits Having Dynamically Configurable Logic Gate Arrays,” W. Ditto, K. Murali, S. Sinha.
14. US Patent Number 7,973,566 (2011 July 5) “Logic Based on the Evolution of Nonlinear Dynamical Systems,” William L. Ditto, Sudeshna Sinha, Krishnamurthy Murali, Abraham Miliotis.
15. US Patent Number 7,924,059 (2011 April 12) “Reconfigurable and Reliable Logic Circuit Elements That Exploit Nonlinearity and Noise,” William L. Ditto, Krishnamurthy Murali, Sudeshna Sinha, Adi Bulsara.
16. US Patent Number 7,863,937 (2011 January 4) “Logic Based on the Evolution of Nonlinear Dynamical Systems,” William L. Ditto, Sudeshna Sinha, Krishnamurthy Murali, Abraham Miliotis.
17. US Patent Number 7,415,683 (2008 August 19) “Method and apparatus for a chaotic computing module,” W. Ditto, S. Sinha, K. Murali.
18. US Patent Number 7,109,918 (2006 September 19) “Nonlinear beam forming and beam shaping aperture system,” Brian K. Meadows, Ted H. Heath, Joseph D. Neff, Edgar A. Brown, David W. Fogliatti, Visarath In, Paul Hasler, Steve P. DeWeerth, William L. Ditto, Robert A.York.
19. US Patent Number 7,096,437 (2006 August 22) “Method and Apparatus for a chaotic computing module using threshold reference signal implementation,” W. Ditto, S. Sinha, K. Murali.
20. US Patent Number 6,606,526 (2003 August 12) “System Behavior Modification for Maintenance of Chaos,” M. Spano, W. L. Ditto, V. In.
21. US Patent Number 6,285,249 (2001 September 4) “Controlled Stochastic Resonance Circuit,” Adi Bulsara, Frank Gordon, Mario Inchiosa, Markus Loecher, Lucca Gammaitoni, Peter Hänggi, Kurt Wiesenfeld, Kurt Arn, William Ditto, Joseph Neff.
22. US Patent Number 5,800,459 (1998 September 1) “Electric Field Control of Epileptiform Activity,” M. L. Spano, B. J. Gluckman, W. L. Ditto, S. J. Schiff.
23. US Patent Number 5,797,965 (1998 August 25) “Suppression of Epileptiform Activity”, B. Gluckman, M. L. Spano, S. Schiff, W. L. Ditto.
24. US Patent Number 5,789,961 (1998 August 4) “Noise and Coupling-Tuned Signal Processor with Arrays of Nonlinear Dynamic Elements,” A. Bulsarsa, W. L. Ditto, J. F. Lindner, M. Inchiosa, B. Meadows.
25. US Patent Number 5,522,863 (1996 June 4) “Pulsating Behavior Monitoring and Modification System for Neural Networks,” M. L. Spano, W. L. Ditto, S. J. Schiff.
26. US Patent Number 5,447,520 (1995 September 5) “Real time stabilizing system for pulsating activity, M. L. Spano, W. L. Ditto, A. Garfinkel, J. N. Weiss.
27. US Patent Number 5,342,401 (1994 August 30) “Real Time Cardiac Arrhythmia Stabilizing System, M. L. Spano, W. L. Ditto, A. Garfinkel, J. N. Weiss.