Roman Genov
The Edward S. Rogers Sr. Department of Electrical and Computer Engineering 10 King's |
URL:
http://www.eecg.utoronto.ca/~roman Email: roman@eecg.utoronto.ca Phone: (416) 946-8666 Fax: (416) 971-2286 |
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RESEARCH INTERESTS
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Analog and digital VLSI circuits, systems and algorithms for energy-efficient signal processing with applications to electrical, chemical and photonic sensory information acquisition, biosensor arrays, neural interfaces, parallel signal processing, adaptive computing, and implantable and wearable biomedical electronics. |
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EDUCATION
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The Dissertation: Massively
Parallel Mixed-Signal VLSI Kernel Machines. Advisor: Gert Cauwenberghs Massachusetts Institute of
Technology, Visiting Student, AI Lab/CBCL, Cambridge, MA, 1/99-8/99. The GPA 4.00/4.00 Rochester Institute of
Technology, B.S., Electrical Engineering, GPA
4.00/4.00 |
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ACADEMIC AND INDUSTRIAL POSITIONS
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Associate
Professor, Electronics Group, Department of Electrical and Computer
Engineering. Assistant
Professor, Electronics Group, Department of Electrical and Computer
Engineering. The
Research
Assistant, Adaptive Microsystems Lab, Department of Electrical and Computer
Engineering. Swiss Federal Institute of Technology (EPFL), Visiting
Researcher, Autonomous Systems Lab. Xerox Corporation, Design
Engineer CO-OP, Advanced
Development Team in the Color Imaging Systems Division. Atmel Corporation, Design
Engineer Intern, |
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AWARDS AND HONORS
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Best
Student Paper, IEEE Int. Symp. on
Circuits and Systems (with A. Nilchi, top 9 student
papers, ~1000 regular papers), 2009. Best
Student Paper, IEEE Int. Symp. on
Circuits and Systems (with F. Shahrokhi, top 9
student papers, ~1000 regular papers), 2009. Best
Paper, IEEE Int. Symp. on
Circuits and Systems (with A. Nilchi, top 6 papers,
nominated by Sensory Systems Technical Committee), 2009. Brian
L. Barge Award for Excellence in Microsystems Integration (with M. Jafari, $3,500 prize), 2008. DALSA
Corporation Componentware/CAD Award (with A. Olyaei, $3,000 prize), 2006. Canadian
Institutes of Health Research (CIHR)/BioContact
Next Generation Award (with M. Derchansky and two
others, $2,000 prize), 2005. |
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RESEARCH GRANTS AND CONTRACTS
Annual Total
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Short-term contract, PI, Industrial Partner, 2/2008-3/2008. “Electro-Optical Microsystem for DNA
Detection,” PI, “2-D Integrated Microsystem for Neural
Recording and Stimulation in the Brain,” peer-reviewed Hybrid Integration
project, PI, Canadian Microelectronics Corporation, 12/2007-9/2008. “Integrated Neural Interfaces
for Epileptic Seizure Monitoring“, Co-I, subcontract from Prof. P. Carlen,
University Health Network, “Hybrid Integration Technologies for Optical DNA Detection,“ peer-reviewed Hybrid Integration project, PI, Canadian
Microelectronics Corporation, 1/2008-12/2008. “Smart Sensory Microsystems,”
PI, Natural Sciences and Engineering Council of NSERC Industrial Postgraduate Scholarship (recipient: M.A.Sc. student Farzaneh Shahrokhi), Medtrode
Corporation, 9/2006-8/2008. “Hybrid Integration Technologies for Brain-Chip Interfaces,“ Hybrid Integration project, PI, Canadian
Microelectronics Corporation, 2006. Infrastructure Operating Fund Award, PI, “Intelligent Sensory Integrated Systems,” PI, New Opportunities “Intelligent Sensory Integrated Systems,” PI, “Real-time Human Gate Recognition for Automated Surveillance,” Co-I
with D. Hatzinakos, K. Plataniotis,
and P. Klentrou, Communications and Information
Technology “Autonomous Integrated Vision Systems,” PI, Natural Sciences and Engineering Council of “Mixed-Signal VLSI Circuits and Systems,” PI,
“Mixed-Signal
VLSI Circuits and Systems,” PI,
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$13,250 $22,500 $6,000 $7,517 $33,408 $33,408 $17,225 $20,850 Total: |
$25,000 $8,000 $26,500 $14,000 $112,500 $12,000 $5,000 $30,068 $100,226 $100,226 $34,450 $83,400 $10,000 $100,000 $671,370 |
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GRADUATE RESEARCH ADVISEES
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Ashkan Olyaei, M.A.Sc. Degree,
09/2003-04/2006. Thesis:
‘ViPro: Focal-Plane CMOS Spatially-Oversampling Computational Image Sensor’ Grade:
A+ Currently
at: Marvell Semiconductor, Rafal Karakiewicz, M.A.Sc. Degree,
09/2003-08/2006. Thesis:
Mixed-Signal VLSI Adiabatic Array Computing Grade:
A+ Currently
at: Synopsis Corporation, Joseph Aziz, M.A.Sc. Degree, 09/2004-10/2006 (co-supervised with Prof. B. Bardakjian). Thesis:
Multi-Channel Signal-Processing Integrated Neural Interfaces Grade:
A+ Currently at: Broadcom Corporation, Alireza Nilchi, M.A.Sc. Degree, 09/2005-11/2007. Thesis:
Focal-Plane CMOS Algorithmically-Multiplying Computational Image Sensor Grade: A+ Currently:
University of Toronto, Electronics Group, Candidate for Ph.D. Degree Meisam Nazari, M.A.Sc. Degree, 01/2006-06/2008. Thesis:
CMOS Wide-Dynamic-Range High-Throughput Potentiostat Grade: A+ Currently: California Institute of Technology, Candidate for Ph.D.
Degree Ritu Raj Singh, M.A.Sc. Degree, 09/2006-11/2008. Thesis:
Luminescence Contact Imaging Microsystems Grade: A+ Currently: Granite SemiCom
Corporation Farzaneh Shahrokhi, M.A.Sc. Degree, 09/2006-01/2009. Thesis:
Multi-Channel Fully Differential Digital Integrated Neural Recording and
Stimulation Interfaces Grade: A+ Ruslana Gelman, Candidate for M.A.Sc. Degree, 09/2006-current (co-supervised with Prof. P. Carlen). Derek Ho, Candidate for Ph.D.
Degree, 09/2007-current (co-supervised with
Prof. G. Gulak). Karim Abdelhalim, Candidate for Ph.D.
Degree, 09/2007-current. Hamed Jafari, Candidate for Ph.D.
Degree, 09/2007-current. Shan He, Candidate
for M.A.Sc. Degree, 09/2008-current. |
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UNDERGRADUATE
DESIGN PROJECT AND THESIS ADVISEES
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2003-2004 2004-2005 2005-2006 2006-2007 2007-2008 2008-2009 |
King Sun (Francis) Tam T.K. Chan Po-Yu Liu Mustafa Alam Ahmad Attia Ajmal
Khan Taha
Sheikh Houman Akbari Negar Habibi Yasaman Faghih John Tan Colin Li Chuan Qin Ruslana Gelman Angie Mehta Khaled Qasmieh Khalil Oudah Tina Tahmoures-Zadeh Jon Perras Natasha Baker Brian Choi David Wu Kim Liu Eric Pai Ryan Payogo Fady Akladios Benny Tu David Crockett Vadim Smolyakov |
(design project) (design project) (design project) (design project) (design project) (design project) (design project) (design project) (design project) (design project) (design project, co-supervised with Prof. B. Bardakjian) (design project, co-supervised with Prof. B. Bardakjian) (design project, co-supervised with Prof. B. Bardakjian) (design project) (design project) (design project) (design project) (design project) (undergraduate thesis) (design project) (design project) (design project) (design project) (design project) (design project) (design project) (design project) (design project) (undergraduate thesis) |
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UNDERGRADUATE SUMMER RESEARCH ADVISEES
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2004 2005 2006 |
Alborz Jooyaie John Tan Hsiang-Hua
(Andy) Hung Ruslana Gelman Jasper Chan Gaurav
Jain Stephen Chin Khalil Oudah |
(NSERC summer student) (NSERC summer student) (NSERC summer student) (NSERC summer student) (NSERC summer student) (NSERC summer student) (NSERC summer student) (summer student) |
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TEACHING
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“VLSI
Design Methodology,” ECE1388 9/2004-12/2004 (26 graduate students), 9/2005-12/2005
(16 graduate students), 9/2006-12/2006 (13 graduate students), 9/2007-12/2007
(25 graduate students), 9/2008-12/2008 (13 graduate students). “Analog
Electronics,” ECE530 1/2004-4/2004 (55 students), 1/2005-4/2005 (65
students), 1/2006-4/2006 (89 students), 1/2007-4/2007 (66 students),
1/2008-4/2008 (44 students), 1/2009-4/2009 (54 students). “Introductory
Electronics,” ECE231 1/2003-4/2003 (89 students), 1/2004-4/2004 (87
students), 1/2005-4/2005 (88 students), 1/2006-4/2006 (70 students), 1/2007-4/2007
(60 students), 1/2008-4/2008 (107 students), 1/2009-4/2009 (103 students; 320
students coordinated). “Selected Topics in Circuits and Systems – VLSI Circuits and Systems
for Pattern Recognition,” ECE1390 9/2003-12/2003 (5 graduate students). |
SHORT COURSES/TUTORIALS
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“Pattern Recognition at
1GOPS/mW and Beyond: Massively Parallel Mixed-Signal VLSI Storage, Computing
and Data Conversion,” Microelectronics Strategic Alliance of Quebec (ReSMiQ), half-day intensive course, |
INVITED PRESENTATIONS
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“Electro-Chemical
Integrated Neural Interfaces,” National Research Council (NRC) of “Electro-Chemical Integrated Neural
Interfaces,” National Research Council (NRC) of “Kerneltron: Massively Parallel Mixed-Signal VLSI
Pattern Recognition Processor,” Centre for Vision Research, “Kerneltron: Massively
Parallel Mixed-Signal VLSI Pattern Recognition Processor,” IEEE EDS/CAS “A
1GMACS/mW Mixed-Signal Differential-Charge CID/DRAM Processor,” IEEE Int. Conf. on
Circuits and Systems for Communications (ICCSC’04), Invited Plenary Talk,
Moscow, Russia, June 30 - July 2, 2004. “Kerneltron: Massively Parallel Mixed-Signal VLSI
Pattern Recognition Processor,” Invited Seminar, Rochester Institute of
Technology, “Kerneltron:
Support Vector ‘Machine’ in Silicon,” VLSI Seminar Series, School of
Electrical and Computer Engineering, |
PROFESSIONAL ACTIVITIES
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Associate
Editor: IEEE Transactions on
Biomedical Circuits and Systems (2006-present). IEEE Signal Processing
Letters (2008-present). External
Advisory Board Member: Department of Electrical Engineering, Rochester Institute
of Technology, 2004-current. Panel
Member: National Sciences and Engineering Research Council of Technical
Program Co-Chair: IEEE Biomedical Circuits and Systems Conference (BioCAS’2007). Organizer/Co-organizer:
“Integrated Neural Interfaces,” Special Invited Session (ISCAS’2006);
“Integrated Neural Implants,” Special Invited Session (ISCAS’2007);
“Electrochemical Sensory Microsystems,” Special Invited Session
(BioCAS’2007). International
Liaison: IEEE 4th International Symposium on Electronic Design,
Test and Applications 2008. Society
Membership: Institute
of Electrical and Electronic Engineers (IEEE), Circuits
and Systems (CAS) Society, Solid-State
Circuits (SSC) Society, Engineering
in Medicine and Biology (EMB) Society. Technical
Committee Membership: Analog
Signal Processing TC of IEEE CAS Society, Neural
Systems and Applications TC of IEEE CAS Society, Biomedical
Circuits and Systems TC of IEEE CAS Society, Sensory
Systems TC of IEEE CAS Society. Technical
Program Committee Membership: ACM
Great Lakes Symposium on VLSI (GLSVLSI’2003). SPIE Bioengineered and Bioinspired Systems Conference (Bio’2003, 2005). IEEE 6th
Electro/Information Technology Conference (2006). IEEE Northeast Workshop on Circuits and Systems
(NEWCAS’2006, 2007, 2008, 2009). IEEE Midwest Symposium on Circuits and Systems
(MWSCAS’2007) (joint with NEWCAS’2007). IEEE Biomedical Circuits
and Systems Conference (BioCAS’2007, 2008). Conference
Review Committee Membership: Review Committee, IEEE
Int. Symp. Circuits and Systems (ISCAS’2003-2009). Conference
Track Chair/Co-chair: IEEE Int. Conf. of the
Engineering in Medicine and Biology Society, “Neural Microsystems and
Instrumentation” Track Co-chair, (EMBC’2006). Conference
Session Chair/Co-chair: IEEE Int. Symp. Circuits and Systems, “Self-Correcting ADC,”
(ISCAS’2002); “Neural Systems and Applications,” (ISCAS’2004); “Neural
Computation,” “Neural Classifiers,” (ISCAS’2005); “Medical Interfacing System,”
“Integrated Neural Interfaces” (Special Session), “Switched Capacitor
Circuits,” “Analog Filtering & Signal Processing,” (ISCAS'2006);
“Integrated Neural Implants,” (Special Session, ISCAS’2007); “Biomedical
Circuits and Systems for Neural Recording,” (ISCAS’2009). IEEE Biomedical Circuits
and Systems Conference, “Electrochemical Sensory Microsystems,”
(BioCAS’2007); “Bio-Signal Processing,” (BioCAS’2007). SPIE Int. Symp. Microtechnologies,
Bioengineered and Bioinspired Systems 2003,
“Biosensors.” Journal and Conference Reviews: Journal of Solid-State Circuits (JSSC); IEEE
Transactions on Circuits and Systems I&II (TCAS-I&II); IEEE
Transactions on Neural Networks (TNN); IEEE Int. Symp.
on Circuits and Systems (ISCAS); University/Department Committees Membership: Awards and Scholarships Committee, Faculty of
Applied Science and Engineering (2007-current); Curriculum Matters Committee, Department of Electrical
and Computer Engineering (2005-current); Graduate Coordinator, Electronics Group, Department
of Electrical and Computer Engineering (2008-current). |
BOOK CHAPTERS
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[BC1]
“CMOS Focal-Plane Spatially-Oversampling Computational
Image Sensor,” A. Olyaei and R. Genov,
in “Circuits at the Nanoscale: Communications,
Imaging, and Sensing,” edited by K. Iniewski, CRC
Press, 2008. |
REFEREED JOURNAL
PUBLICATIONS
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[J13]
“A Fully Differential Multi-Channel CMOS Integrated Potentiostat,”
M. Nazari, and R. Genov, subm. IEEE Transactions on Circuits and Systems I:
Regular Papers. [J12]
“A 96-Channel CMOS Potentiostat with Dual-Mode
Single-Slope ADCs,” M. Nazari, and R. Genov, subm. to IEEE Journal of Solid-State Circuits. [J11] “On-Silicon Neural Activity
Monitoring and Time-Frequency Analysis for Epileptic Seizure Prediction,” J. Aziz, R. Karakiewicz, R. Genov, A. Chiu, B. Bardakjian, M. Derchansky, P.
Carlen, resubm. IEEE Transactions on Neural Systems and Rehabilitation Engineering. [J10] “Focal-Plane
Algorithmically-Multiplying CMOS Computational Image Sensor,” A. Nilchi, J. Aziz, and R. Genov, IEEE Journal of
Solid-State Circuits, Vol. 44, No. 4,
Apr. 2009. [J9]
“256-Channel Neural Recording and Delta Compression Microsystem
with 3D Electrodes,” J. Aziz, K. Abdelhalim, R. Shulyzki, R. Genov, B. Bardakjian, M. Derchansky, D. Serletis, P.
Carlen, IEEE Journal of Solid-State Circuits, Vol. 44, No. 3, pp. 995-1005, March 2009. [J8]
“480-GMACS/mW Resonant Adiabatic Mixed-Signal Processor Array for
Charge-Based Pattern Recognition,” R. Karakiewicz,
R. Genov, G. Cauwenberghs,
IEEE Journal of Solid-State Circuits, Vol. 42, No. 11, pp. 2573-2584, Nov. 2007. [J7]
“Brain-Silicon Interface for High-Resolution In Vitro Neural Recording,” J.
Aziz, R. Genov, B. Bardakjian, M. Derchansky, P.
Carlen, IEEE Transactions on Biomedical Circuits and Systems, Vol. 1, No. 1, pp. 56-62, March 2007. [J6]
“Focal-Plane Spatially-Oversampling CMOS Image Compression
Sensor,” A. Olyaei and R. Genov, IEEE Transactions on Circuits and Systems I:
Regular Papers, Vol. 54, No. 1,
pp. 26-34, Jan. 2007. [J5]
“16-Channel Integrated Potentiostat for Distributed
Neurochemical Sensing,” R.
Genov, M. Stanacevic, M. Naware, G. Cauwenberghs, N. Thakor, IEEE Transactions on Circuits and Systems I:
Regular Papers, Vol. 53, No. 11,
pp. 2371-2376, Nov. 2006. [J4]
“Dynamic MOS Sigmoid Array Folding Analog-to-Digital Conversion,” R. Genov and G. Cauwenberghs, IEEE
Transactions on Circuits and Systems I: Regular Papers, Vol. 51, No. 1, pp. 182-186, Jan. 2004. [J3]
“Silicon Support Vector Machine with On-Line Learning,” R. Genov, S. Chakrabartty, G. Cauwenberghs, International Journal of Pattern
Recognition and Artificial Intelligence, Vol. 17, No. 3, pp. 385-404,
2003. [J2]
“Kerneltron: Support Vector ‘Machine’ in Silicon,”
R. Genov, G. Cauwenberghs,
IEEE Transactions on Neural Networks, Vol. 14, No. 5, pp. 1426-1434,
Sept. 2003. [J1]
“Charge-Mode Parallel Architecture for Matrix-Vector Multiplication,” R. Genov, G. Cauwenberghs, IEEE
Transactions on Circuits and Systems II: Analog and Digital Signal Processing,
Vol. 48, No. 10, pp. 930-936, Oct. 2001. |
REFEREED CONFERENCE AND WORKSHOP PUBLICATIONS |
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[C34]
“CMOS Image Compression Sensor with Algorithmically-Multiplying ADCs,” A. Nilchi, J. Aziz, and R. Genov, IEEE Int. Symp. on Circuits and Systems (ISCAS'2009), May 2009. [C33]
“128-Channel Fully Differential Digital Neural Recording and Stimulation
Interface,” F. Shahrokhi, K. Abdelhalim,
R. Genov, IEEE Int. Symp.
on Circuits and Systems (ISCAS'2009), May 2009. [C32]
“A Hybrid Thin-Film/CMOS Fluorescence Contact Imager,” R. Singh, D. Ho, A. Nilchi, R. Genov and G. Gulak, IEEE Int. Symp. on Circuits and Systems (ISCAS'2009), May 2009. [C31]
“A Fully Differential CMOS Potentiostat,” M. Nazari, R. Genov, IEEE Int. Symp. on Circuits and Systems
(ISCAS'2009), May 2009. [C30]
“Multi-Step Binary-Weighted Capacitive Digital-to-Analog Converter
Architecture,” R. Singh, R. Genov, R. Kotamraju, B. Mazhari, IEEE Midwest Symposium on Circuits and
Systems (MWSCAS’08), Knoxville, Tennessee, Aug. 10-13, 2008. [C29]
“1.1 TMACS/mW Load-Balanced Resonant
Charge-Recycling Array Processor,” R. Karakiewicz,
R. Genov, G. Cauwenberghs,
IEEE Custom Integrated Circuits
Conference (CICC’2007), Sept. 2007. [C28]
“In Vitro Epileptic Seizure Prediction Microsystem,”
J. Aziz, R. Karakiewicz,
R. Genov, A. W. L. Chiu, B. L. Bardakjian,
M. Derchansky, P. L. Carlen, IEEE Int. Symp. on Circuits and Systems
(ISCAS'2007), May 2007. [C27]
“256-Channel Neural Recording Microsystem with
On-Chip 3D Electrodes,” J. Aziz, R. Genov, M. Derchansky, B. Bardakjian, P. Carlen, IEEE International
Solid-State Circuits Conference (ISSCC’2007),
Feb. 2007. [C26]
“ViPro: Focal-Plane Spatially-Oversampling
CMOS Image Compression Sensor,” A. Olyaei, R. Genov, IEEE Custom
Integrated Circuits Conference (CICC’2006), Sept. 2006. [C25]
“Towards Real-Time In-Implant Epileptic Seizure Prediction,” J. N. Y. Aziz, R. Karakiewicz, R. Genov, B. L. Bardakjian, M. Derchansky and P. L. Carlen, IEEE Engineering in Medicine and Biology Conference (EMBC’2006),
Sept. 2006. [C24]
“175 GMACS/mW Charge-Mode Adiabatic Mixed-Signal
Array Processor,” R. Karakiewicz, R. Genov, G. Cauwenberghs, IEEE Symposium on VLSI Circuits, June
2006. [C23]
“Real-Time Seizure Monitoring and Spectral Analysis Microsystem,”
J. N. Y. Aziz,
R. Karakiewicz, R. Genov, B. L. Bardakjian, M. Derchansky, P.
L. Carlen, IEEE Int. Symp. on
Circuits and Systems (ISCAS'2006), May 2006. [C22]
“256-Channel Integrated Neural Interface and Spatio-Temporal
Signal Processor,” J. N. Y. Aziz, R. Genov, B. L. Bardakjian, M. Derchansky, P. L. Carlen, IEEE Int. Symp. on Circuits and Systems
(ISCAS'2006), May 2006. [C21]
“Electro-Chemical Multi-Channel Integrated Neural Interface Technologies,” J.
N. Y. Aziz, R. Genov, IEEE
Int. Symp. on Circuits and
Systems (ISCAS'2006), May 2006. [C20]
“Algorithmic Delta-Sigma Modulated FIR Filter,” A. Olyaei,
R. Genov, IEEE Int. Symp.
on Circuits and Systems (ISCAS'2006), May 2006. [C19]
“Multi-Channel Integrated Neural Interfaces for Distributed Electro-Chemical
Sensing,” J. Aziz, R. Genov,
IEEE Midwest Symposium on Circuits and
Systems (MWSCAS’05), Cincinnati, Ohio, Aug. 7-10, 2005. [C18]
“Focal-Plane CMOS Wavelet Feature Extraction for Real-Time Pattern
Recognition,” A. Olyaei, R. Genov,
SPIE Photonics North, Toronto,
Canada, Sept. 12-14, 2005. [C17]
“Mixed-Signal CMOS Haar Wavelet Compression Imager
Architecture,” A. Olyaei, R. Genov,
IEEE Midwest Symposium on Circuits and
Systems (MWSCAS’05), Cincinnati, Ohio, Aug. 7-10, 2005. [C16]
“Minimal Activity Mixed-Signal VLSI Architecture for Real-Time Linear
Transforms in Video,” R. Karakiewicz and R. Genov, IEEE Int. Symp. on Circuits and Systems (ISCAS'2005), [C15]
“Integrated Multi-Electrode Fluidic Nitric-Oxide Sensor and VLSI Potentiostat Array,” M. Naware,
A. Rege, R. Genov, M. Stanacevic, G. Cauwenberghs, N.
Thakor, IEEE Int. Symp.
on Circuits and Systems (ISCAS'2004), [C14]
“VLSI Multi-Channel Track-and-Hold Potentiostat,”
R. Genov, M. Stanacevic,
M. Naware, G. Cauwenberghs,
N. Thakor, in Microtechnologies
for the New Millennium, Bioengineered and Bioinspired
Systems 2003, Proc. SPIE vol. 5119, May 2003. [C13]
“Algorithmic Partial Analog-to-Digital Conversion in Mixed-Signal Array
Processors,” R. Genov, G. Cauwenberghs,
Proc. IEEE Int. Symp. on
Circuits and Systems (ISCAS'2003), [C12]
“A 5.9mW 6.5GMACS CID/DRAM Array Processor,” R. Genov,
G. Cauwenberghs, G. Mulliken,
and F. Adil, Proc. IEEE European Solid-State
Circuits Conference (ESSCIRC’2002), Florence, Italy, Sept. 24-26, 2002. [C11]
“Kerneltron: Support Vector ‘Machine’ in Silicon,”
R. Genov, G. Cauwenberghs,
Proc. SVM’2002, Lecture Notes in Computer Science, Niagara Falls, ON,
Aug. 10, 2002. [C10]
“Delta-Sigma
Algorithmic Analog-to-Digital Conversion,”
G. Mulliken, F. Adil, G. Cauwenberghs, and R. Genov, Proc.
IEEE Int. Symp. on Circuits
and Systems (ISCAS'2002), [C9]
“Charge-Based MOS Correlated Double Sampling Comparator and Folding Circuit,”
R. Genov and G. Cauwenberghs,
Proc. IEEE Int. Symp. on
Circuits and Systems (ISCAS'2002), [C8]
“Neuromorphic Processor for Real-Time Biosonar Object Detection ,” G. Cauwenberghs,
R. T. Edwards, Y. Deng, R. Genov, and D. Lemonds, Proc. IEEE International Conference on
Acoustics, Speech, and Signal Processing (ICASSP’2002), Orlando, FL, May
13-17, 2002. [C7]
“Stochastic Mixed-Signal VLSI Architecture for High-Dimensional Kernel
Machines,” R. Genov, G. Cauwenberghs,
Advances in Neural Information Processing
Systems (NIPS'2001), [C6]
“CID/DRAM Mixed-Signal Parallel Distributed Array Processor,” R. Genov, G. Cauwenberghs, IEEE
14th International ASIC/SOC Conference (ASIC/SOC'2001), Washington, DC,
Sept. 12-15, 2001. [C5]
“Massively Parallel Inner-Product Array Processor,” R. Genov,
G. Cauwenberghs, Proc. of IEEE Int. Joint
Conference on Neural Networks (IJCNN'2001), Washington, DC, July 15-19,
2001. [C4]
“Analog Array Processor with Digital Resolution Enhancement and Offset
Compensation,” R. Genov, G. Cauwenberghs,
Proc. of Conference on Information Sciences and Systems (CISS'2001),
Baltimore, MD, March 21-23, 2001. [C3]
“Charge-Mode Parallel Architecture for Matrix-Vector Multiplication,” R. Genov and G. Cauwenberghs, Proc.
of 43rd IEEE Midwest Symposium on Circuits and Systems (MWSCAS'2000),
Lansing, MI, Aug. 8-11, 2000. (Best Student Paper Award, 3rd place.) [C2]
“Learning to Navigate from Limited Sensory Input: Experiments with the Khepera Microrobot,” R. Genov, S. Madhavapeddi and G. Cauwenberghs, Proc. of IEEE International Joint
Conference on Neural Networks (IJCNN'99), Washington, DC, vol. 3, pp.
2061-2064, 1999. (Best Presentation Award.) [C1]
“16-Channel Single-Chip Current-Mode Track-and-Hold Acquisition System with
100 dB Dynamic Range,” R. Genov and G. Cauwenberghs, Proc. of IEEE International Symposium on
Circuits and Systems (ISCAS'99), Orlando, FL, vol. 6, pp. 350-353, 1999.
(Best Student Paper Contest Finalist.) |
UNREFEREED
CONFERENCE AND WORKSHOP PUBLICATIONS
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[UC3]
“CMOS Wavelet Compression Imager Architecture,” A. Olyaei,
R. Genov, IEEE
CAS Emerging Technologies Workshop, St. Petersburg, Russia, June 23-24,
2005. [UC2]
“A 1GMACS/mW Mixed-Signal Differential-Charge CID/DRAM Processor,” R. Genov, IEEE Int. Conf. on Circuits and Systems for
Communications (ICCSC’2004), Moscow, Russia, June 30 - July 2, 2004
(invited). [UC1]
“Embedded Dynamic Memory and Charge-Mode Logic for Parallel Array
Processing,” R. Genov, G. Cauwenberghs,
Proc. of the 5th World Multi-Conference on Systemics,
Cybernetics and Informatics (SCI'2001), Orlando, FL, July 22-25, 2001. |
OTHER PUBLICATIONS |
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[O1]
“Massively
Parallel Mixed-Signal VLSI Kernel Machines,” R. Genov,
Ph.D. Dissertation, Department of Electrical and Computer Engineering,
The Johns Hopkins University, May 2003. |
MEDIA ARTICLES |
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“The
Race to Build a Better Brain: A New Computer Chip Pushes the Machine-Human
Interface,” D. Hawaleshka, Maclean’s Magazine, Vol. 120, No. 10, March 19, 2007. The article features
our work on integrated brain-chip interfaces. “Pushing
the Evolution of the Machine-Human Interface,” Skulematters Alumni Magazine, Fall, 2007. The
article features our work on integrated brain-chip interfaces. |