C U L U R C I E L L O
E U G E N I O
Tech Dreamer / Entrepreneur / Inventor / Professor / Author
An entrepreneur at heart, I have been a professor, a writer, and many times a group leader.
As an entrepreneur, I founded TeraDeep and FWDNXT. FWDNXT was acquired by Micron Inc. in 2019 for our pioneering work on deep neural network processors.
As a writer, I have co-authored 3 books and more than 100 peer-reviewed papers. I follow the development of the tech world and focus on the ripples rather than the bubbles. I focus on new applications of artificial intelligence that can forward humanity.
As a university professor at Yale and Purdue I have worked on Intelligent Vision Systems, Biomedical Circuits and Systems, and Silicon-on-Sapphire Circuits and Systems. My PhD from Johns Hopkins University was on analog and mixed-signal microchip design for neuromorphic applications. I was one of the pioneers in spike-based imaging.
My recent work is focused on the creation of an artificial scientist using multi-modal large world models.
Deep Learning Software And Algorithms
I am one of the pioneers in deep learning and neural networks, with more than 20 years of experience. I have worked on convolutional neural networks for vision, on LSTM and Transformers for vision, speech, text, NLP, on reinforcement learning for robotics, and on AI for 3D and graphics.
Read More
Deep Learning Processors And Accelerators
I am one of the de-facto leaders in hardware processors and accelerators for deep learning. I pioneered the design and development of 5 generations of deep learning processors and accelerators from 2004-present.
Read More
Micro-Chips
I worked for more than 20 years on the design, fabrication, testing and characterization of silicon devices, circuits and systems for biomedical applications, neuromorphic engineering, silicon-on-insulator and silicon-on-sapphire.
Read More
Scaling Up Machine Learning
Chapter: "Large-Scale FPGA-Based Convolutional Networks" in "Scaling Up Machine Learning", Cambridge University Press book 2011, edited by Ron Bekkerman, Misha Bilenko, and John Langford, chapter authors: C. Farabet, Y. LeCun, K. Kavukcuoglu, B. Martini, P. Akselrod, S. Talay and E. Culurciello.
Ordering Info
Silicon-on-Sapphire Circuits And Systems
"Silicon-on-Sapphire Circuits and Systems, sensor and biosensor interfaces", E. Culurciello, McGraw Hill 2009.
Ordering Info
Biomedical Circuits And Systems
"Biomedical Circuits and Systems", Integrated Instrumentation, by Wei Tang, Evan Joon Hyuk Park, Brian Goldstein, Dongsoo Kim, Pujitha Weerakoon, Eugenio Culurciello, e-Lab. Lulu 2013.
- [100+] Peer-reviewed papers across AI, deep learning, vision systems, microchips and neuromorphic applications.
- [PhD] Analog and mixed-signal microchip design for neuromorphic applications at Johns Hopkins University.
- [...] All my publications