Faculty profile
Roman Genov
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Research
Latest papers
An In-Ear Sleep Modulation SoC Featuring a CNN-LSTM Accelerator with Long-Kernel Memory Reuse and Runtime Dynamic Quantization.
Digest of technical papers. Symposium on VLSI Technology · 2026
Temporal interference stimulation of peripheral nerves induces functionally diverse limb movements revealed by automated pose estimation and unsupervised behavioral analysis.
Journal of neuroengineering and rehabilitation · 2025 · senior author
Spike sorting algorithms and their efficient hardware implementation: a comprehensive survey.
Journal of neural engineering · 2023 · senior author
Latest funding
- $1,178,100
Closing the Loop on Epilepsy: Patient-Optimal Artificially Intelligent Neurostimulators for Drug-Resistant Focal Seizures
CIHR · 2026 · Nominated PI
- $150,000
Centimeter-Scale Nuclear Magnetic Resonance (NMR) Spectrometer for Analysis of Biochemical Composition of Living Organisms
NSERC · 2023 · Principal investigator
- $118,000
Fast Field-Programmable Coded Image Sensors for Versatile Low-Cost Computational Imaging
NSERC · 2023 · Principal investigator
10 publications.
An In-Ear Sleep Modulation SoC Featuring a CNN-LSTM Accelerator with Long-Kernel Memory Reuse and Runtime Dynamic Quantization.
Xu Y, Chen X, Hou Y, Xu J, You H, Huang Y, Liu B, Hung A, Richardson AG, Genov R, Liu X
Temporal interference stimulation of peripheral nerves induces functionally diverse limb movements revealed by automated pose estimation and unsupervised behavioral analysis.
Olorocisimo JP, Nag S, Zhang H, Yang S, Prytula M, Liu S, Kanchwala M, Sun Y, Zariffa J, Genov R
Spike sorting algorithms and their efficient hardware implementation: a comprehensive survey.
Zhang T, Rahimi Azghadi M, Lammie C, Amirsoleimani A, Genov R
Mortality with brainstem seizures from focal 4-aminopyridine-induced recurrent hippocampal seizures.
Salam MT, Montandon G, Genov R, Devinsky O, Del Campo M, Carlen PL
CMOS Electrochemical Instrumentation for Biosensor Microsystems: A Review.
Li H, Liu X, Li L, Mu X, Genov R, Mason AJ
Biofouling-Resistant Impedimetric Sensor for Array High-Resolution Extracellular Potassium Monitoring in the Brain.
Machado R, Soltani N, Dufour S, Salam MT, Carlen PL, Genov R, Thompson M
Rapid brief feedback intracerebral stimulation based on real-time desynchronization detection preceding seizures stops the generation of convulsive paroxysms.
Salam MT, Kassiri H, Genov R, Perez Velazquez JL
CMOS neurotransmitter microarray: 96-channel integrated potentiostat with on-die microsensors.
Nazari MH, Mazhab-Jafari H, Leng L, Guenther A, Genov R
16-Channel CMOS Impedance Spectroscopy DNA Analyzer With Dual-Slope Multiplying ADCs
Jafari H, Soleymani L, Genov R
Towards real-time in-implant epileptic seizure prediction.
Aziz JN, Karakiewicz R, Genov R, Bardakjian BL, Derchansky M, Carlen PL
Closing the Loop on Epilepsy: Patient-Optimal Artificially Intelligent Neurostimulators for Drug-Resistant Focal Seizures
Principal investigators: Genov, Roman
Keywords: Artificial Intelligence; Closed-Loop Neurostimulation; Eplilepsy; Integrated Circuits; Machine Learning; Microchips; Neurological Disorders; Neuromoodulation; Neurostimulation; Responsive Neurostimulation
Centimeter-Scale Nuclear Magnetic Resonance (NMR) Spectrometer for Analysis of Biochemical Composition of Living Organisms
Principal investigators: Genov, Roman
Fast Field-Programmable Coded Image Sensors for Versatile Low-Cost Computational Imaging
Principal investigators: Genov, Roman
Keywords: Analog integrated curcuits; Cameras; Computational imaging; Computer vision; High-dynamic-range imaging; High-speed imaging; Imager; Image sensors; Integrated circuits; Mixed-signal integrated circuits
Bidirectional, selective, and implantable peripheral nerve interface for restoring function after spinal cord injury
Principal investigators: Zariffa, José; Genov, Roman
Keywords: Closed-Loop Neurostimulation; Functional Electrical Stimulation; Implantable Systems; Neural Data Analysis; Neural Engineering; Neural Recording; Peripheral Nerve Interfaces; Spinal Cord Injury
Motion-tolerant coded-exposure-pixel cameras for emerging computational photography applications (Phase I)
Principal investigators: Genov, Roman
Personalized Contingent Neurostimulation for Epilepsy by Machine Learning in Organic Brain Interfaces
Principal investigators: Genov, Roman
Personalized Contingent Neurostimulation for Epilepsy by Machine Learning in Organic Brain Interfaces
Principal investigators: Genov, Roman; Weinroth, Aaron; Valiante, Taufik A
Keywords: Applied Machine Learning; Epilepsy; Hardware Acceleration; Microelectonics; Neurostimulation
Programmable Camera Systems for Transport-Aware Imaging
Principal investigators: Kutulakos, Kiriakos
Heterogeneous integration of high-density analog crossbar for advanced data processing
Principal investigators: Drouin, Dominique
Transport-Aware Image Sensors
Principal investigators: Genov, Roman
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Electrical and Computer Engineering
- Medicine
- Biomedical Engineering
- Engineering Physics
- Chemistry
Co-authors at University of Toronto, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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