RG
Roman Genov
cs.ETcs.ARSignal Processing, Computer-AssistedBrainBrain-Computer Interfacescs.LGElectroencephalographyEpilepsyNeural Networks, ComputerBiosensing Techniques
On Valency
published · living versionsW_t9v4mmxf·v1 · currentpublished
A Neuroprosthetic SoC Featuring Rapid Local Sensory Feedback with On-Chip Unsupervised Multi-Class Spike Sorting
with Bowen Liu, Yuhan Hou, Yu Huang, Jianxiong Xu +8
1 version
Preprints & journals
49 papers in the corpus · 2003–2026Lumosaic: Hyperspectral Video via Active Illumination and Coded-Exposure Pixels2602.22140v1 · Dhruv Verma, Andrew Qiu, Roberto Rangel et al.2026 · 0 citationsarXiv
An In-Ear Sleep Modulation SoC Featuring a CNN-LSTM Accelerator with Long-Kernel Memory Reuse and Runtime Dynamic Quantization.42724637 · Xu, Yaqian, Chen, Xinyu, Hou, Yuhan et al.2026 · 0 citationsDigest of technical papers. Symposium on VLSI Technology. 2026;2026
Temporal interference stimulation of peripheral nerves induces functionally diverse limb movements revealed by automated pose estimation and unsupervised behavioral analysis.41462277 · Olorocisimo, Joshua Philippe, Nag, Sudip, Zhang, Hengjia et al.2026 · 1 citationJournal of neuroengineering and rehabilitation. 2025;23(1):29
Energy-Efficient Adaptive Neural Stimulator With Waveform Prediction by Sub-Threshold Interrogation of the Electrode-Tissue Interface.40397646 · Nag, Sudip, Remadevi, Aryasree, Che, Jin et al.2025 · 2 citationsIEEE transactions on biomedical circuits and systems. 2025;19(6):1142-1159
BrainForest: Neuromorphic Multiplier-Less Bit-Serial Weight-Memory-Optimized 1024-Tree Brain-State Classification Processor.39412966 · OLeary, Gerard, Koerner, Jamie, Kanchwala, Mustafa et al.2025 · 5 citationsIEEE transactions on biomedical circuits and systems. 2025;19(1):55-67
Resource-Efficient Neural Network Architectures for Classifying Nerve Cuff Recordings on Implantable Devices.37672367 · Hwang, Yi-Chin E, Genov, Roman, Zariffa, Jose2024 · 6 citationsIEEE transactions on bio-medical engineering. 2024;71(2):631-639
Closed-Loop Control of Functional Electrical Stimulation Using a Selectively Recording and Bidirectional Nerve Cuff Interface.38231810 · Hwang, Yi-Chin E, Long, Liam, Filho, Jose Sales et al.2024 · 14 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2024;32:504-513
Fascicle-Selective Ultrasound-Powered Bidirectional Wireless Peripheral Nerve Interface IC.37956015 · Xu, Jianxiong, Filho, Jose Sales, Nag, Sudip et al.2024 · 21 citationsIEEE transactions on biomedical circuits and systems. 2023;17(6):1237-1256
Hardware-Efficient 1D CNN for Patient-Specific Early Seizure Detection.38083071 · Yang, Zhiyu, Koerner, Jamie, O'Leary, Gerard et al.2023 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2023;2023:1-4
Spike sorting algorithms and their efficient hardware implementation: a comprehensive survey.36972585 · Zhang, Tim, Rahimi Azghadi, Mostafa, Lammie, Corey et al.2023 · 40 citationsJournal of neural engineering. 2023;20(2)
Adaptively Clock-Boosted Auto-Ranging Neural-Interface for Emerging Neuromodulation Applications.36417723 · Pazhouhandeh, Mohammad Reza, Amirsoleimani, Amirali, Weisspapir, Iliya et al.2023 · 18 citationsIEEE transactions on biomedical circuits and systems. 2022;16(6):1138-1152
A 21.3%-Efficiency Clipped-Sinusoid UWB Impulse Radio Transmitter With Simultaneous Inductive Powering and Data Receiving.36445989 · Soltani, Nima, Jafari, Hamed Mazhab, Abdelhalim, Karim et al.2023 · 11 citationsIEEE transactions on biomedical circuits and systems. 2022;16(6):1228-1238
OpenMEA: Open-Source Microelectrode Array Platform for Bioelectronic Interfacing10.1101/2022.11.11.516234v1 · O'Leary, G. M., Khramtsov, I., Ramesh, R. et al.2022 · 6 citationsbioRxiv
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks.35737626 · Li, Chenqi, Lammie, Corey, Dong, Xuening et al.2022 · 43 citationsIEEE transactions on biomedical circuits and systems. 2022;16(4):609-625
On-CMOS High-Throughput Multi-Modal Amperometric DNA Analysis with Distributed Thermal Regulation2208.00248v1 · Hamed M. Jafari, Xilin Liu, Roman Genov2022 · 1 citationarXiv
Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation2205.06514v1 · Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi et al.2022 · 2 citations2022 IEEE 65th International Midwest Symposium on Circuits and Systems (MWSCAS)
SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars2202.01395v1 · Louis Primeau, Amirali Amirsoleimani, Roman Genov2022 · 4 citationsarXiv
PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators2202.01758v1 · Ali Alshaarawy, Amirali Amirsoleimani, Roman Genov2022 · 4 citationsarXiv
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array2201.11362v1 · Jack Cai, Amirali Amirsoleimani, Roman Genov2022 · 11 citationsarXiv
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures2201.06703v2 · Corey Lammie, Jason K. Eshraghian, Chenqi Li et al.2022 · 7 citationsarXiv
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators2009.00180v1 · Tony Liu, Amirali Amirsoleimani, Fabien Alibart et al.2020 · 12 citationsarXiv
Machine Learning with Imbalanced EEG Datasets using Outlier-based Sampling.33017943 · Islah, Nizar, Koerner, Jamie, Genov, Roman et al.2020 · 11 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2020;2020:112-115
Asynchronous Event-driven Encoder With Simultaneous Temporal Envelope and Phase Extraction for Cochlear Implants.32324566 · Guo, Nan, Wang, Shiwei, Genov, Roman et al.2021 · 8 citationsIEEE transactions on biomedical circuits and systems. 2020;14(3):620-630
Arbitrary-Waveform Electro-Optical Intracranial Neurostimulator With Load-Adaptive High-Voltage Compliance.30802868 · Kassiri, Hossein, Chen, Fu Der, Salam, M Tariqus et al.2020 · 19 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2019;27(4):582-593
Superresolution Line Scan Image Sensor for Multimodal Microscopy.30010590 · Liu, Chengzhi Winston, Feizi, Arshya, Sarhangnejad, Navid et al.2019 · 3 citationsIEEE transactions on biomedical circuits and systems. 2018;12(5):1165-1176
Closed-Loop Neurostimulators: A Survey and A Seizure-Predicting Design Example for Intractable Epilepsy Treatment.28715338 · Kassiri, Hossein, Tonekaboni, Sana, Salam, M Tariqus et al.2019 · 117 citationsIEEE transactions on biomedical circuits and systems. 2017;11(5):1026-1040
Mortality with brainstem seizures from focal 4-aminopyridine-induced recurrent hippocampal seizures.28691204 · Salam, Muhammad Tariqus, Montandon, Gaspard, Genov, Roman et al.2017 · 25 citationsEpilepsia. 2017;58(9):1637-1644
Low-latency VLSI architecture for neural cross-frequency coupling analysis.29060344 · O'Leary, Gerard, Valiante, Taufik A, Genov, Roman2018 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2017;2017:2247-2250
CMOS Electrochemical Instrumentation for Biosensor Microsystems: A Review.28042860 · Li, Haitao, Liu, Xiaowen, Li, Lin et al.2018 · 201 citationsSensors (Basel, Switzerland). 2016;17(1)
Biofouling-Resistant Impedimetric Sensor for Array High-Resolution Extracellular Potassium Monitoring in the Brain.27754393 · Machado, Ruben, Soltani, Nima, Dufour, Suzie et al.2017 · 14 citationsBiosensors. 2016;6(4)
Electronic Sleep Stage Classifiers: A Survey and VLSI Design Methodology.27333608 · Kassiri, Hossein, Chemparathy, Aditi, Salam, M Tariqus et al.2017 · 36 citationsIEEE transactions on biomedical circuits and systems. 2017;11(1):177-188
Low-Frequency Noise and Offset Rejection in DC-Coupled Neural Amplifiers: A Review and Digitally-Assisted Design Tutorial.27305685 · Bagheri, Arezu, Salam, Muhammad Tariqus, Perez Velazquez, Jose Luis et al.2017 · 116 citationsIEEE transactions on biomedical circuits and systems. 2017;11(1):161-176
Low-Radiation Cellular Inductive Powering of Rodent Wireless Brain Interfaces: Methodology and Design Guide.26960227 · Soltani, Nima, Aliroteh, Miaad S, Salam, M Tariqus et al.2017 · 21 citationsIEEE transactions on biomedical circuits and systems. 2016;10(4):920-32
Guest Editorial—Selected Papers from the 2015 IEEE International Solid-State Circuits Conference.27265912 · Burdett, Alison, Ham, Donhee, Genov, Roman2016 · 1 citationIEEE transactions on biomedical circuits and systems. 2015;9(6):755-7
Seizure Suppression Efficacy of Closed-Loop Versus Open-Loop Deep Brain Stimulation in a Rodent Model of Epilepsy.26571534 · Salam, M Tariqus, Perez Velazquez, Jose Luis, Genov, Roman2017 · 125 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2016;24(6):710-9
Rapid brief feedback intracerebral stimulation based on real-time desynchronization detection preceding seizures stops the generation of convulsive paroxysms.26119887 · Salam, Muhammad T, Kassiri, Hossein, Genov, Roman et al.2015 · 40 citationsEpilepsia. 2015;56(8):1227-38
320-channel active probe for high-resolution neuromonitoring and responsive neurostimulation.25486647 · Shulyzki, Ruslana, Abdelhalim, Karim, Bagheri, Arezu et al.2015 · 106 citationsIEEE transactions on biomedical circuits and systems. 2015;9(1):34-49
3-D flexible nano-textured high-density microelectrode arrays for high-performance neuro-monitoring and neuro-stimulation.24876130 · Gabran, S R I, Salam, Muhammad Tariqus, Dian, Joshua et al.2015 · 23 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2014;22(5):1072-82
CMOS tunable-wavelength multi-color photogate sensor.24473545 · Ho, Derek, Noor, M Omair, Krull, Ulrich J et al.2014 · 12 citationsIEEE transactions on biomedical circuits and systems. 2013;7(6):805-19
High-density intracortical microelectrode arrays with multiple metallization layers for fine-resolution neuromonitoring and neurostimulation.24122564 · Gabran, S R I, Salam, Muhammad Tariqus, Dian, Joshua et al.2014 · 9 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2013;21(6):869-79
Massively-parallel neuromonitoring and neurostimulation rodent headset with nanotextured flexible microelectrodes.24144667 · Bagheri, Arezu, Gabran, S R I, Salam, Muhammad Tariqus et al.2014 · 39 citationsIEEE transactions on biomedical circuits and systems. 2013;7(5):601-9
CMOS spectrally-multiplexed FRET-on-a-chip for DNA analysis.24232625 · Ho, Derek, Noor, M Omair, Krull, Ulrich J et al.2014 · 24 citationsIEEE transactions on biomedical circuits and systems. 2013;7(5):643-54
CMOS neurotransmitter microarray: 96-channel integrated potentiostat with on-die microsensors.23853333 · Nazari, Meisam Honarvar, Mazhab-Jafari, Hamed, Leng, Lian et al.2014 · 92 citationsIEEE transactions on biomedical circuits and systems. 2013;7(3):338-48
16-channel CMOS impedance spectroscopy DNA analyzer with dual-slope multiplying ADCs.23853233 · Mazhab-Jafari, Hamed, Soleymani, Leyla, Genov, Roman2014 · 122 citationsIEEE transactions on biomedical circuits and systems. 2012;6(5):468-78
Phase-Synchronization Early Epileptic Seizure Detector VLSI Architecture.23852175 · Abdelhalim, K, Smolyakov, V, Genov, R2013 · 59 citationsIEEE transactions on biomedical circuits and systems. 2011;5(5):430-8
The 128-channel fully differential digital integrated neural recording and stimulation interface.23853339 · Shahrokhi, Farzaneh, Abdelhalim, Karim, Serletis, Demitre et al.2013 · 263 citationsIEEE transactions on biomedical circuits and systems. 2010;4(3):149-61
Brain-Silicon Interface for High-Resolution in vitro Neural Recording.23851521 · Aziz, J N Y, Genov, R, Bardakjian, B L et al.2013 · 58 citationsIEEE transactions on biomedical circuits and systems. 2007;1(1):56-62
Towards real-time in-implant epileptic seizure prediction.17947144 · Aziz, Joseph N Y, Karakiewicz, Rafal, Genov, Roman et al.2008 · 10 citationsConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2006;2006:5476-9
Kerneltron: support vector "machine" in silicon.18244588 · Genov, R, Cauwenberghs, G2012 · 142 citationsIEEE transactions on neural networks. 2003;14(5):1426-34
Career total: 238 works. 49 are in this corpus.
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