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Gert Cauwenberghs

TitleResearcher
InstitutionUniversity of California San Diego
DepartmentBioengineering
Address9500 Gilman Drive #0412
La Jolla CA 92093
Phone858-534-6938
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    Collapse Research 
    Collapse Research Activities and Funding
    CRCNS: Imaging and Modeling of Cortical Microvascular Dynamics
    NIH/NIA R01AG029681Sep 1, 2006 - Jun 30, 2010
    Role: Principal Investigator

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Mostafa H, Ramesh V, Cauwenberghs G. Deep Supervised Learning Using Local Errors. Front Neurosci. 2018; 12:608. PMID: 30233295.
      View in: PubMed
    2. Detorakis G, Sheik S, Augustine C, Paul S, Pedroni BU, Dutt N, Krichmar J, Cauwenberghs G, Neftci E. Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. Front Neurosci. 2018; 12:583. PMID: 30210274.
      View in: PubMed
    3. Buccino AP, Kordovan M, Bækø Ness TV, Merkt B, Häfliger PD, Fyhn M, Cauwenberghs G, Rotter S, Einevoll GT. Combining biophysical modeling and deep learning for multi-electrode array neuron localization and classification. J Neurophysiol. 2018 May 30. PMID: 29847231.
      View in: PubMed
    4. Mostafa H, Cauwenberghs G. A Learning Framework for Winner-Take-All Networks with Stochastic Synapses. Neural Comput. 2018 Apr 13; 1-31. PMID: 29652581.
      View in: PubMed
    5. Wang J, Breen D, Akinin A, Broccard F, Abarbanel HDI, Cauwenberghs G. Assimilation of Biophysical Neuronal Dynamics in Neuromorphic VLSI. IEEE Trans Biomed Circuits Syst. 2017 Dec; 11(6):1258-1270. PMID: 29324422.
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    6. Mostafa H, Pedroni B, Sheik S, Cauwenberghs G. Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Networks. Front Neurosci. 2017; 11:496. PMID: 28932180.
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    7. Broccard FD, Joshi S, Wang J, Cauwenberghs G. Neuromorphic neural interfaces: from neurophysiological inspiration to biohybrid coupling with nervous systems. J Neural Eng. 2017 Aug; 14(4):041002. PMID: 28573983.
      View in: PubMed
    8. Buccino AP, Ness TV, Einevoll GT, Cauwenberghs G, Hafliger PD. Localizing neuronal somata from Multi-Electrode Array in-vivo recordings using deep learning. Conf Proc IEEE Eng Med Biol Soc. 2017 07; 2017:974-977. PMID: 29060036.
      View in: PubMed
    9. Courellis H, Mullen T, Poizner H, Cauwenberghs G, Iversen JR. EEG-Based Quantification of Cortical Current Density and Dynamic Causal Connectivity Generalized across Subjects Performing BCI-Monitored Cognitive Tasks. Front Neurosci. 2017; 11:180. PMID: 28566997.
      View in: PubMed
    10. Fang H, Yu KJ, Gloschat C, Yang Z, Chiang CH, Zhao J, Won SM, Xu S, Trumpis M, Zhong Y, Song E, Han SW, Xue Y, Xu D, Cauwenberghs G, Kay M, Huang Y, Viventi J, Efimov IR, Rogers JA. Capacitively Coupled Arrays of Multiplexed Flexible Silicon Transistors for Long-Term Cardiac Electrophysiology. Nat Biomed Eng. 2017; 1. PMID: 28804678.
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    11. Greenwald E, Maier C, Wang Q, Beaulieu R, Etienne-Cummings R, Cauwenberghs G, Thakor N. A CMOS Current Steering Neurostimulation Array With Integrated DAC Calibration and Charge Balancing. IEEE Trans Biomed Circuits Syst. 2017 04; 11(2):324-335. PMID: 28092575.
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    12. Greenwald E, So E, Wang Q, Mollazadeh M, Maier C, Etienne-Cummings R, Cauwenberghs G, Thakor N. A Bidirectional Neural Interface IC With Chopper Stabilized BioADC Array and Charge Balanced Stimulator. IEEE Trans Biomed Circuits Syst. 2016 10; 10(5):990-1002. PMID: 27845676.
      View in: PubMed
    13. Ha S, Khraiche ML, Akinin A, Jing Y, Damle S, Kuang Y, Bauchner S, Lo YH, Freeman WR, Silva GA, Cauwenberghs G. Towards high-resolution retinal prostheses with direct optical addressing and inductive telemetry. J Neural Eng. 2016 10; 13(5):056008. PMID: 27529371.
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    14. Park J, Yu T, Joshi S, Maier C, Cauwenberghs G. Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems. IEEE Trans Neural Netw Learn Syst. 2017 Oct; 28(10):2408-2422. PMID: 27483491.
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    15. Stanacevic M, Li S, Cauwenberghs G. Micropower Mixed-signal VLSI Independent Component Analysis for Gradient Flow Acoustic Source Separation. IEEE Trans Circuits Syst I Regul Pap. 2016 Jul; 63(7):972-981. PMID: 28163663.
      View in: PubMed
    16. Neftci EO, Pedroni BU, Joshi S, Al-Shedivat M, Cauwenberghs G. Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines. Front Neurosci. 2016; 10:241. PMID: 27445650; PMCID: PMC4925698.
    17. Pedroni BU, Das S, Arthur JV, Merolla PA, Jackson BL, Modha DS, Kreutz-Delgado K, Cauwenberghs G. Mapping Generative Models onto a Network of Digital Spiking Neurons. IEEE Trans Biomed Circuits Syst. 2016 08; 10(4):837-54. PMID: 27214915.
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    18. Hsu SH, Mullen TR, Jung TP, Cauwenberghs G. Real-Time Adaptive EEG Source Separation Using Online Recursive Independent Component Analysis. IEEE Trans Neural Syst Rehabil Eng. 2016 Mar; 24(3):309-19. PMID: 26685257; PMCID: PMC4824543 [Available on 03/01/17].
    19. Mullen TR, Kothe CA, Chi YM, Ojeda A, Kerth T, Makeig S, Jung TP, Cauwenberghs G. Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG. IEEE Trans Biomed Eng. 2015 Nov; 62(11):2553-67. PMID: 26415149; PMCID: PMC4710679 [Available on 11/01/16].
    20. Stevenson C. Estimating direction and depth of visual fixation using electrooculography. Conf Proc IEEE Eng Med Biol Soc. 2015 08; 2015:841-4. PMID: 26736393.
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    21. Hernandez ME, Snider J, Stevenson C, Cauwenberghs G, Poizner H. A Correlation-Based Framework for Evaluating Postural Control Stochastic Dynamics. IEEE Trans Neural Syst Rehabil Eng. 2016 05; 24(5):551-561. PMID: 26011886.
      View in: PubMed
    22. Neftci E, Das S, Pedroni B, Kreutz-Delgado K, Cauwenberghs G. Event-driven contrastive divergence: neural sampling foundations. Front Neurosci. 2015; 9:104. PMID: 25873857; PMCID: PMC4379871.
    23. Chou Z, Lim J, Brown S, Keller M, Bugbee J, Broccard F, Khraiche ML, Silva GA, Cauwenberghs G. Bidirectional neural interface: Closed-loop feedback control for hybrid neural systems. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:3949-52. PMID: 26737158.
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    24. Pion-Tonachini L, Hsu SH, Makeig S, Jung TP, Cauwenberghs G. Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:4114-7. PMID: 26737199.
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    25. Hsu SH, Pion-Tonachini L, Jung TP, Cauwenberghs G. Tracking non-stationary EEG sources using adaptive online recursive independent component analysis. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:4106-9. PMID: 26737197.
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    26. Lee C, Miyakoshi M, Delorme A, Cauwenberghs G, Makeig S. Non-parametric group-level statistics for source-resolved ERP analysis. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:7450-3. PMID: 26738014.
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    27. Broccard FD, Mullen T, Chi YM, Peterson D, Iversen JR, Arnold M, Kreutz-Delgado K, Jung TP, Makeig S, Poizner H, Sejnowski T, Cauwenberghs G. Closed-loop brain-machine-body interfaces for noninvasive rehabilitation of movement disorders. Ann Biomed Eng. 2014 Aug; 42(8):1573-93. PMID: 24833254; PMCID: PMC4099421.
    28. Ha S, Kim C, Chi YM, Akinin A, Maier C, Ueno A, Cauwenberghs G. Integrated circuits and electrode interfaces for noninvasive physiological monitoring. IEEE Trans Biomed Eng. 2014 May; 61(5):1522-37. PMID: 24759282.
      View in: PubMed
    29. Neftci E, Das S, Pedroni B, Kreutz-Delgado K, Cauwenberghs G. Event-driven contrastive divergence for spiking neuromorphic systems. Front Neurosci. 2013; 7:272. PMID: 24574952; PMCID: PMC3922083.
    30. Hsu SH, Mullen T, Jung TP, Cauwenberghs G. Online recursive independent component analysis for real-time source separation of high-density EEG. Conf Proc IEEE Eng Med Biol Soc. 2014; 2014:3845-8. PMID: 25570830.
      View in: PubMed
    31. Fang WC, Huang KJ, Chou CC, Chang JC, Cauwenberghs G, Jung TP. An efficient ASIC implementation of 16-channel on-line recursive ICA processor for real-time EEG system. Conf Proc IEEE Eng Med Biol Soc. 2014; 2014:3849-52. PMID: 25570831.
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    32. Iversen JR, Ojeda A, Mullen T, Plank M, Snider J, Cauwenberghs G, Poizner H. Causal analysis of cortical networks involved in reaching to spatial targets. Conf Proc IEEE Eng Med Biol Soc. 2014; 2014:4399-402. PMID: 25570967.
      View in: PubMed
    33. Cauwenberghs G. Reverse engineering the cognitive brain. Proc Natl Acad Sci U S A. 2013 Sep 24; 110(39):15512-3. PMID: 24029019; PMCID: PMC3785732.
    34. Driscoll JD, Shih AY, Drew PJ, Cauwenberghs G, Kleinfeld D. Two-photon imaging of blood flow in the rat cortex. Cold Spring Harb Protoc. 2013 Aug 01; 2013(8):759-67. PMID: 23906919.
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    35. Govil N, Akinin A, Ward S, Snider J, Plank M, Cauwenberghs G, Poizner H. The role of proprioceptive feedback in Parkinsonian resting tremor. Conf Proc IEEE Eng Med Biol Soc. 2013; 2013:4969-72. PMID: 24110850.
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    36. Khraiche ML, El Emam S, Akinin A, Cauwenberghs G, Freeman W, Silva GA. Visual evoked potential characterization of rabbit animal model for retinal prosthesis research. Conf Proc IEEE Eng Med Biol Soc. 2013; 2013:3539-42. PMID: 24110493.
      View in: PubMed
    37. Mullen T, Kothe C, Chi YM, Ojeda A, Kerth T, Makeig S, Cauwenberghs G, Jung TP. Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. Conf Proc IEEE Eng Med Biol Soc. 2013; 2013:2184-7. PMID: 24110155; PMCID: PMC4119601.
    38. Shih WY, Liao JC, Huang KJ, Fang WC, Cauwenberghs G, Jung TP. An efficient VLSI implementation of on-line recursive ICA processor for real-time multi-channel EEG signal separation. Conf Proc IEEE Eng Med Biol Soc. 2013; 2013:6808-11. PMID: 24111307.
      View in: PubMed
    39. Berger T, Meng E, George S, Khoo M, Marmarelis V, McCulloch A, Cauwenberghs G, Ohno-Machado L, Schultz J, Johnson JP. Southern California: a hotbed of biomedical engineering: nine bioengineers describe their research and why Southern California has the biotech market cornered. IEEE Pulse. 2012 Jul; 3(4):14-21. PMID: 23008840.
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    40. Yu T, Park J, Joshi S, Maier C, Cauwenberghs G. Event-driven neural integration and synchronicity in analog VLSI. Conf Proc IEEE Eng Med Biol Soc. 2012; 2012:775-8. PMID: 23366007.
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    41. Ha S, Khraiche ML, Silva GA, Cauwenberghs G. Direct inductive stimulation for energy-efficient wireless neural interfaces. Conf Proc IEEE Eng Med Biol Soc. 2012; 2012:883-6. PMID: 23366034.
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    42. Chi YM, Wang YT, Wang Y, Maier C, Jung TP, Cauwenberghs G. Dry and noncontact EEG sensors for mobile brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng. 2012 Mar; 20(2):228-35. PMID: 22180514.
      View in: PubMed
    43. Yu T, Sejnowski TJ, Cauwenberghs G. Biophysical Neural Spiking, Bursting, and Excitability Dynamics in Reconfigurable Analog VLSI. IEEE Trans Biomed Circuits Syst. 2011 Oct; 5(5):420-9. PMID: 22227949.
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    44. Indiveri G, Linares-Barranco B, Hamilton TJ, van Schaik A, Etienne-Cummings R, Delbruck T, Liu SC, Dudek P, Häfliger P, Renaud S, Schemmel J, Cauwenberghs G, Arthur J, Hynna K, Folowosele F, Saighi S, Serrano-Gotarredona T, Wijekoon J, Wang Y, Boahen K. Neuromorphic silicon neuron circuits. Front Neurosci. 2011; 5:73. PMID: 21747754; PMCID: PMC3130465.
    45. Driscoll JD, Shih AY, Iyengar S, Field JJ, White GA, Squier JA, Cauwenberghs G, Kleinfeld D. Photon counting, censor corrections, and lifetime imaging for improved detection in two-photon microscopy. J Neurophysiol. 2011 Jun; 105(6):3106-13. PMID: 21471395; PMCID: PMC3118755.
    46. Murari K, Etienne-Cummings R, Thakor N, Cauwenberghs G. A CMOS In-Pixel CTIA High Sensitivity Fluorescence Imager. IEEE Trans Biomed Circuits Syst. 2011 Oct; 5(5):449-458. PMID: 23136624.
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    47. Park J, Xu L, Sridhar V, Chi M, Cauwenberghs G. Wireless dry EEG for drowsiness detection. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:3298-301. PMID: 22255044.
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    48. Khraiche ML, Lo Y, Wang D, Cauwenberghs G, Freeman W, Silva GA. Ultra-high photosensitivity silicon nanophotonics for retinal prosthesis: electrical characteristics. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:2933-6. PMID: 22254955.
      View in: PubMed
    49. Albright RK, Goska BJ, Hagen TM, Chi MY, Cauwenberghs G, Chiang PY. OLAM: A wearable, non-contact sensor for continuous heart-rate and activity monitoring. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:5625-8. PMID: 22255615.
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    50. Yu T, Cauwenberghs G. Analog VLSI Biophysical Neurons and Synapses With Programmable Membrane Channel Kinetics. IEEE Trans Biomed Circuits Syst. 2010 Jun; 4(3):139-48. PMID: 23853338.
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    51. Zhang L, Chi YM, Edelstein E, Schulze J, Gramann K, Velasquez A, Cauwenberghs G, Macagno E. Wireless physiological monitoring and ocular tracking: 3D calibration in a fully-immersive virtual health care environment. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:4464-7. PMID: 21095772.
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    52. Chi YM, Jung TP, Cauwenberghs G. Dry-contact and noncontact biopotential electrodes: methodological review. IEEE Rev Biomed Eng. 2010; 3:106-19. PMID: 22275204.
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    53. Murari K, Etienne-Cummings R, Cauwenberghs G, Thakor N. An integrated imaging microscope for untethered cortical imaging in freely-moving animals. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:5795-8. PMID: 21097102.
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    54. Rangan V, Ghosh A, Aparin V, Cauwenberghs G. A subthreshold aVLSI implementation of the Izhikevich simple neuron model. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:4164-7. PMID: 21096884.
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    55. Mollazadeh M, Murari K, Cauwenberghs G, Thakor N. Wireless micropower instrumentation for multimodal acquisition of electrical and chemical neural activity. IEEE Trans Biomed Circuits Syst. 2009 Dec; 3(6):388-97. PMID: 23853286.
      View in: PubMed
    56. Chi YM, Etienne-Cummings R, Cauwenberghs G. Focal-plane change triggered video compression for low-power vision sensor systems. PLoS One. 2009 Jul 24; 4(7):e6384. PMID: 19629187; PMCID: PMC2711309.
    57. Murari K, Etienne-Cummings R, Thakor N, Cauwenberghs G. Which Photodiode to Use: A Comparison of CMOS-Compatible Structures. IEEE Sens J. 2009 Jul 01; 9(7):752-760. PMID: 20454596.
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    58. Drew PJ, Blinder P, Cauwenberghs G, Shih AY, Kleinfeld D. Rapid determination of particle velocity from space-time images using the Radon transform. J Comput Neurosci. 2010 Aug; 29(1-2):5-11. PMID: 19459038; PMCID: PMC4962871.
    59. Mollazadeh M, Murari K, Cauwenberghs G, Thakor N. Micropower CMOS Integrated Low-Noise Amplification, Filtering, and Digitization of Multimodal Neuropotentials. IEEE Trans Biomed Circuits Syst. 2009 Feb; 3(1):1-10. PMID: 20046962.
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    60. Murari K, Greenwald E, Etienne-Cummings R, Cauwenberghs G, Thakor N. Design and characterization of a miniaturized epi-illuminated microscope. Conf Proc IEEE Eng Med Biol Soc. 2009; 2009:5369-72. PMID: 19965043.
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    61. Chi YM, Cauwenberghs G. Micropower non-contact EEG electrode with active common-mode noise suppression and input capacitance cancellation. Conf Proc IEEE Eng Med Biol Soc. 2009; 2009:4218-21. PMID: 19964104.
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    62. Yu T, Cauwenberghs G. Biophysical synaptic dynamics in an analog VLSI network of Hodgkin-Huxley neurons. Conf Proc IEEE Eng Med Biol Soc. 2009; 2009:3335-8. PMID: 19964071.
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    63. Mollazadeh M, Murari K, Cauwenberghs G, Thakor N. From spikes to EEG: integrated multichannel and selective acquisition of neuropotentials. Conf Proc IEEE Eng Med Biol Soc. 2008; 2008:2741-4. PMID: 19163272.
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    64. Vogelstein RJ, Mallik U, Culurciello E, Cauwenberghs G, Etienne-Cummings R. A multichip neuromorphic system for spike-based visual information processing. Neural Comput. 2007 Sep; 19(9):2281-300. PMID: 17650061.
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    65. Stanacevic M, Murari K, Rege A, Cauwenberghs G, Thakor NV. VLSI Potentiostat Array With Oversampling Gain Modulation for Wide-Range Neurotransmitter Sensing. IEEE Trans Biomed Circuits Syst. 2007 Mar; 1(1):63-72. PMID: 23851522.
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    66. Vogelstein RJ, Mallik U, Vogelstein JT, Cauwenberghs G. Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses. IEEE Trans Neural Netw. 2007 Jan; 18(1):253-65. PMID: 17278476.
      View in: PubMed
    67. Murari K, Stanacevic M, Cauwenberghs G, Thakor NV. Integrated potentiostat for neurotransmitter sensing. A high sensitivity, wide range VLSI design and chip. IEEE Eng Med Biol Mag. 2005 Nov-Dec; 24(6):23-9. PMID: 16382801.
      View in: PubMed
    68. Murari K, Sauer C, Stanacevic M, Cauwenberghs G, Thakor N. Wireless multichannel integrated potentiostat for distributed neurotransmitter sensing. Conf Proc IEEE Eng Med Biol Soc. 2005; 7:7329-32. PMID: 17281973.
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    69. Murari K, Thakor N, Stanacevic M, Cauwenberghs G. Wide-range, picoampere-sensitivity multichannel VLSI potentiostat for neurotransmitter sensing. Conf Proc IEEE Eng Med Biol Soc. 2004; 6:4063-6. PMID: 17271192.
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    70. Jacob Vogelstein R, Murari K, Thakur PH, Diehl C, Chakrabartty S, Cauwenberghs G. Spike sorting with support vector machines. Conf Proc IEEE Eng Med Biol Soc. 2004; 1:546-9. PMID: 17271734.
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    71. Genov R, Cauwenberghs G. Kerneltron: support vector "machine" in silicon. IEEE Trans Neural Netw. 2003; 14(5):1426-34. PMID: 18244588.
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    72. Goldberg DH, Cauwenberghs G, Andreou AG. Probabilistic synaptic weighting in a reconfigurable network of VLSI integrate-and-fire neurons. Neural Netw. 2001 Jul-Sep; 14(6-7):781-93. PMID: 11665770.
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    73. Cauwenberghs G. An analog VLSI recurrent neural network learning a continuous-time trajectory. IEEE Trans Neural Netw. 1996; 7(2):346-61. PMID: 18255589.
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    74. Cauwenberghs G, Neugebauer CF, Yariv A. Analysis and verification of an analog VLSI incremental outer-product learning system. IEEE Trans Neural Netw. 1992; 3(3):488-97. PMID: 18276452.
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