Academic Appointments

Contact

  • Academic
    marykw@stanford.edu
    University - Faculty Department: Computer Science Position: Asst Professor
    University - Faculty Department: Electrical Engineering Position: Asst Professor

Additional Info

  • Mail Code: 9045

Links

2020-21 Courses

Stanford Advisees

All Publications

  • A Data-Compressive Wired-OR Readout for Massively Parallel Neural Recording Muratore, D., Tandon, P., Wootters, M., Chichilnisky, E. J., Mitra, S., Murmann, B. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2019: 1128–40

    Abstract

    Neural interfaces of the future will be used to help restore lost sensory, motor, and other capabilities. However, realizing this futuristic promise requires a major leap forward in how electronic devices interface with the nervous system. Next generation neural interfaces must support parallel recording from tens of thousands of electrodes within the form factor and power budget of a fully implanted device, posing a number of significant engineering challenges. In this paper, we exploit sparsity and diversity of neural signals to achieve simultaneous data compression and channel multiplexing for neural recordings. The architecture uses wired-OR interactions within an array of single-slope A/D converters to obtain massively parallel digitization of neural action potentials. The achieved compression is lossy but effective at retaining the critical samples belonging to action potentials, enabling efficient spike sorting and cell type identification. Simulation results of the architecture using data obtained from primate retina ex-vivo with a 512-channel electrode array show average compression rates up to  ∼ 40× while missing less than 5% of cells. In principle, the techniques presented here could be used to design interfaces to other parts of the nervous system.

    View details for DOI 10.1109/TBCAS.2019.2935468

    View details for Web of Science ID 000507321400002

    View details for PubMedID 31425051

  • On the Optimality of the Kautz-Singleton Construction in Probabilistic Group Testing Inan, H. A., Kairouz, P., Wootters, M., Ozgur, A. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2019: 5592–5603

    View details for DOI 10.1109/TIT.2019.2902397

    View details for Web of Science ID 000481981000022

  • Fast Blind MIMO Decoding Through Vertex Hopping IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS Dean, T. R., Perlstein, J. R., Wootters, M., Goldsmith, A. J. 2019; 18 (7): 3669–82

    View details for DOI 10.1109/TWC.2019.2917002

    View details for Web of Science ID 000475339700024

  • Repairing Multiple Failures for Scalar MDS Codes Mardia, J., Bartan, B., Wootters, M. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2019: 2661–72

    View details for DOI 10.1109/TIT.2018.2876542

    View details for Web of Science ID 000466029900003

  • Blind Joint MIMO Channel Estimation and Decoding IEEE TRANSACTIONS ON INFORMATION THEORY Dean, T. R., Wootters, M., Goldsmith, A. J. 2019; 65 (4): 2507–24

    View details for DOI 10.1109/TIT.2018.2878016

    View details for Web of Science ID 000461840600035

  • Resistive RAM Endurance: Array-Level Characterization and Correction Techniques Targeting Deep Learning Applications IEEE TRANSACTIONS ON ELECTRON DEVICES Grossi, A., Vianello, E., Sabry, M. M., Barlas, M., Grenouillet, L., Coignus, J., Beigne, E., Wu, T., Le, B. Q., Wootters, M. K., Zambelli, C., Nowak, E., Mitra, S. 2019; 66 (3): 1281–88

    View details for DOI 10.1109/TED.2019.2894387

    View details for Web of Science ID 000460970400022

  • A 43pJ/Cycle Non-Volatile Microcontroller with 4.7 mu s Shutdown/Wake-up Integrating 2.3-bit/Cell Resistive RAM and Resilience Techniques Wu, T. F., Le, B. Q., Radway, R., Bartolo, A., Hwang, W., Jeong, S., Li, H., Tandon, P., Vianello, E., Vivet, P., Nowak, E., Wootters, M. K., Wong, H., Aly, M., Beigne, E., Mitra, S., Fujino, L. C., Anderson, J. H., Belostotski, L., Dunwell, D., Gaudet, Gulak, G., Haslett, J. W., Halupka, D., Smith, K. C. IEEE. 2019: 226-+

    View details for Web of Science ID 000463153600071

  • A Data-Compressive Wired-OR Readout for Massively Parallel Neural Recording Muratore, D. G., Tandon, P., Wootters, M., Chichilnisky, E. J., Mitra, S., Murmann, B., IEEE IEEE. 2019

    View details for Web of Science ID 000483076401065

  • The N3XT Approach to Energy-Efficient Abundant-Data Computing PROCEEDINGS OF THE IEEE Aly, M., Wu, T. F., Bartolo, A., Malviya, Y. H., Hwang, W., Hills, G., Markov, I., Wootters, M., Shulaker, M. M., Wong, H., Mitra, S. 2019; 107 (1): 19–48

    View details for DOI 10.1109/JPROC.2018.2882603

    View details for Web of Science ID 000454770800004

  • Linear-time list recovery of high-rate expander codes Hemenwaya, B., Wootters, M. ACADEMIC PRESS INC ELSEVIER SCIENCE. 2018: 202–18

    View details for DOI 10.1016/j.ic.2018.02.004

    View details for Web of Science ID 000436490400004

  • Fast Blind MIMO Decoding through Vertex Hopping Perlstein, J., Dean, T., Wootters, M., Goldsmith, A., Matthews, M. B. IEEE. 2018: 148–49

    View details for Web of Science ID 000467845100025

  • Average-radius list-recoverability of random linear codes Rudra, A., Wootters, M., Assoc Comp Machinery ASSOC COMPUTING MACHINERY. 2018: 644–62

    View details for Web of Science ID 000483921200043

  • On the Optimality of the Kautz-Singleton Construction in Probabilistic Group Testing Inan, H. A., Kairouz, P., Wootters, M., Ozgur, A., IEEE IEEE. 2018: 188–95

    View details for Web of Science ID 000461021200028

  • On taking advantage of multiple requests in error correcting codes Ramakrishnan, P., Wootters, M., IEEE IEEE. 2018: 1340–44

    View details for Web of Science ID 000448139300269

  • Load-Balanced Fractional Repetition Codes Porter, A., Silas, S., Wootters, M., IEEE IEEE. 2018: 2072–76

    View details for Web of Science ID 000448139300416

  • Improved decoding of Folded Reed-Solomon and Multiplicity Codes Kopparty, S., Ron-Zewi, N., Saraf, S., Wootters, M., Thorup, M. IEEE COMPUTER SOC. 2018: 212–23

    View details for DOI 10.1109/FOCS.2018.00029

    View details for Web of Science ID 000455014500020

  • Repairing Reed-Solomon Codes Guruswami, V., Wootters, M. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2017: 5684–98

    View details for DOI 10.1109/TIT.2017.2702660

    View details for Web of Science ID 000411016000017

  • Exponential Decay of Reconstruction Error From Binary Measurements of Sparse Signals IEEE TRANSACTIONS ON INFORMATION THEORY Baraniuk, R. G., Foucart, S., Needell, D., Plan, Y., Wootters, M. 2017; 63 (6): 3368–85

    View details for DOI 10.1109/TIT.2017.2688381

    View details for Web of Science ID 000402058900003

  • De-biasing low-rank projection for matrix completion Foucart, S., Needell, D., Plan, Y., Wootters, M., Lu, Y. M., VanDeVille, D., Papadakis, M. SPIE-INT SOC OPTICAL ENGINEERING. 2017

    View details for DOI 10.1117/12.2275004

    View details for Web of Science ID 000416302900033

  • Repairing multiple failures for scalar MDS codes Bartan, B., Wootters, M., IEEE IEEE. 2017: 1145–52

    View details for Web of Science ID 000428047800156

  • Blind Joint MIMO Channel Estimation and Decoding Dean, T., Wootters, M., Goldsmith, A., IEEE IEEE. 2017

    View details for Web of Science ID 000428054301082

  • Limitations of Piggybacking Codes with Low Substriping Hulett, R., Wootters, M., IEEE IEEE. 2017: 1131–38

    View details for Web of Science ID 000428047800154

  • SPECIAL ISSUE: APPROX-RANDOM 2015 Foreword THEORY OF COMPUTING Megow, N., Wootters, M. 2016; 12

    View details for DOI 10.4086/toc.2016.v012a013

    View details for Web of Science ID 000433607300004

  • Local correctability of expander codes Hemenway, B., Ostrovsky, R., Wootters, M. ACADEMIC PRESS INC ELSEVIER SCIENCE. 2015: 178–90

    View details for DOI 10.1016/j.ic.2014.12.013

    View details for Web of Science ID 000355665500012

  • Linear-Time List Recovery of High-Rate Expander Codes Hemenway, B., Wootters, M., Halldorsson, M. M., Iwama, K., Kobayashi, N., Speckmann, B. SPRINGER-VERLAG BERLIN. 2015: 701–12

    View details for DOI 10.1007/978-3-662-47672-7_57

    View details for Web of Science ID 000364317700057

  • Configuration spaces of convex and embedded polygons in the plane GEOMETRIAE DEDICATA Shimamoto, D., Wootters, M. 2014; 172 (1): 121–34

    View details for DOI 10.1007/s10711-013-9910-x

    View details for Web of Science ID 000341500400005

  • 1-Bit matrix completion INFORMATION AND INFERENCE-A JOURNAL OF THE IMA Davenport, M. A., Plan, Y., van den Berg, E., Wootters, M. 2014; 3 (3): 189–223

    View details for DOI 10.1093/imaiai/iau006

    View details for Web of Science ID 000218926400001

  • Optimal entanglement-assisted one-shot classical communication PHYSICAL REVIEW A Hemenway, B., Miller, C. A., Shi, Y., Wootters, M. 2013; 87 (6)

    View details for DOI 10.1103/PhysRevA.87.062301

    View details for Web of Science ID 000319909500001

  • Lower Bounds for Quantized Matrix Completion Wootters, M., Plan, Y., Davenport, M. A., van den Berg, E., IEEE IEEE. 2013: 296-+

    View details for Web of Science ID 000348913400060

  • Local Correctability of Expander Codes Hemenway, B., Ostrovsky, R., Wootters, M., Fomin, F. V., Freivalds, R., Kwiatkowska, M., Peleg, D. SPRINGER-VERLAG BERLIN. 2013: 540–51

    View details for Web of Science ID 000342686600046

  • REUSABLE LOW-ERROR COMPRESSIVE SAMPLING SCHEMES THROUGH PRIVACY Gilbert, A. C., Hemenway, B., Strauss, M. J., Woodruff, D. P., Wootters, M., IEEE IEEE. 2012: 536–39

    View details for Web of Science ID 000309943200135