R
Roman Genov
Researcher at University of Toronto
Publications - 188
Citations - 4326
Roman Genov is an academic researcher from University of Toronto. The author has contributed to research in topics: CMOS & Computer science. The author has an hindex of 31, co-authored 159 publications receiving 3550 citations. Previous affiliations of Roman Genov include Johns Hopkins University.
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Journal ArticleDOI
The 128-Channel Fully Differential Digital Integrated Neural Recording and Stimulation Interface
TL;DR: The fully differential 128-channel integrated neural interface was validated in in vitro recording of a low-Mg2+/high-K+ epileptic seizure model in an intact hippocampus of a mouse and had a noise efficiency factor of 5.6.
Proceedings ArticleDOI
Bit-pragmatic deep neural network computing
Jorge Albericio,Alberto Delmas,Patrick Judd,Sayeh Sharify,Gerard OrLeary,Roman Genov,Andreas Moshovos +6 more
TL;DR: PRA as mentioned in this paper uses serial-parallel shift-and-add multiplication while skipping the zero bits of the serial input, eliminating most of the ineffectual computations on-the-fly.
Journal ArticleDOI
256-Channel Neural Recording and Delta Compression Microsystem With 3D Electrodes
J.N.Y. Aziz,Karim Abdelhalim,R. Shulyzki,Roman Genov,Berj L. Bardakjian,M. Derchansky,Demitre Serletis,Peter L. Carlen +7 more
TL;DR: Results of in vitro experimental recordings from intact mouse hippocampus validate the circuit design and the on-chip electrode bonding technology.
Journal ArticleDOI
Kerneltron: support vector "machine" in silicon
Roman Genov,Gert Cauwenberghs +1 more
TL;DR: The Kerneltron supports the generalization performance of a support vector machine (SVM) and offers the bandwidth and efficiency of a massively parallel architecture and the most intensive of SVM operations: evaluating a kernel over large numbers of vectors in high dimensions.
Ieee transactions on circuits and systems—ii: express briefs
Yong Lian,Mohamad Sawan,Chacko John Deepu,Alyssa B. Apsel,Herve Barthelemy,Igor Belykh,Andrea Bevilacqua,Edoardo Bonizzoni,Angelo Brambilla,Krishnendu Chakrabarty,Henry Shu-Hung Chung,Roman Genov,Oscar Gustafsson,Chun-Huat Heng,Gwee Bah Hwee,Nanyang Technol,Eric Kerherve,Nagendra Krishnapura,Chen-Yi Lee,Tai-Cheng Lee,Peng Li,Antonio Liscidini,L Iu,Elvis Pui-In Mak,Mohammad M. Mansour,Pramod Kumar Meher,Pedram Mohseni,Nathan M. Neihart,Samuel Palermo,Albert Wang,Chua-Chin Wang,Zhihua Wang,Zhongfeng Wang,Huazhong Yang,Libin Yao,Hoi-Jun Yoo,Ya Jun Yu +36 more
TL;DR: In the Special Issue on Multifunctional Circuits and Systems for Future Generations of Wireless Communications, the search is looking for circuits and systems solutions for multiple communication standards.