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Catherine D. Schuman

university at albany, suny

28H-index
241Paper Count
4.5KCitation Count
Published Papers 26
Publication Date
Alleviating the Communication Bottleneck in Neuromorphic Computing with Custom-Designed Spiking Neural Networks
err2025-09-08
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errOAAI
errPlank, James S.; Rizzo, Charles P.; Gullett, Bryson; Dent, Keegan E. M.; Schuman, Catherine D.
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NeuroPong: the event-based camera driven embedded neuromorphic system
err2025-05-16
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errOAAI
errRizzo, Charles P.; Gullett, Bryson; Crumley, Alex M.; Marcum, Maxwell E.; Hyman, Mason R.; Earheart-Brown, Carter; Steed, Julia; Standaert, Frank; Schuman, Catherine D.; Plank, James S.
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Kelvin Probe Force Microscopy Imaging of Plasticity in Hydrogenated Perovskite Nickelate Multilevel Neuromorphic Devices
err2025-02-11
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PREAI
errDey, T; Lai, XY; Manna, S; Patel, K; Patel, RK; Bisht, RS; Zhou, Y; Shah, S; Andrei, EY; Sankaranarayanan, SKRS; Kuzum, D; Schuman, C; Ramanathan, S
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Focus on benchmarks for neuromorphic computing
err2024-11-29
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errOAAI
errStewart, Terrence C.; Schuman, Catherine; Sandamirskaya, Yulia; Furber, Steve; Indiveri, Giacomo
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Enhanced read resolution in reconfigurable memristive synapses for Spiking Neural Networks (vol 14, 8897, 2024)
err2024-05-23
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errOAAI
errDas, Hritom; Schuman, Catherine; Chakraborty, Nishith N.; Rose, Garrett S.
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Hardware software co-design for leveraging STDP in a memristive neuroprocessor
err2024-05-22
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errOAAI
errChakraborty, Nishith N.; Ameli, Shelah O.; Das, Hritom; Schuman, Catherine D.; Rose, Garrett S.
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Multi-level, forming and filament free, bulk switching trilayer RRAM for neuromorphic computing at the edge
err2024-04-25
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errOAAI
errPark, Jaeseoung; Kumar, Ashwani; Zhou, Yucheng; Oh, Sangheon; Kim, Jeong-Hoon; Shi, Yuhan; Jain, Soumil; Hota, Gopabandhu; Qiu, Erbin; Nagle, Amelie L.; Schuller, Ivan K.; Schuman, Catherine D.; Cauwenberghs, Gert; Kuzum, Duygu
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Scaling neural simulations in STACS
err2024-04-18
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errOAAI
errWang, Felix; Kulkarni, Shruti; Theilman, Bradley; Rothganger, Fredrick; Schuman, Catherine; Lim, Seung-Hwan; Aimone, James B.
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Enhanced read resolution in reconfigurable memristive synapses for Spiking Neural Networks
err2024-04-17
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errOAAI
errDas, Hritom; Schuman, Catherine; Chakraborty, Nishith N.; Rose, Garrett S.
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Encoding integers and rationals on neuromorphic computers using virtual neuron
err2023-07-06
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errOAAI
errDate, Prasanna; Kulkarni, Shruti; Young, Aaron; Schuman, Catherine; Potok, Thomas; Vetter, Jeffrey
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Probabilistic Neural Computing with Stochastic Devices
err2022-11-17
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errOAAI
errMisra, Shashank; Bland, Leslie C.; Cardwell, Suma G.; Incorvia, Jean Anne C.; James, Conrad D.; Kent, Andrew D.; Schuman, Catherine D.; Smith, J. Darby; Aimone, James B.
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Next-Cycle Optimal Dilute Combustion Control via Online Learning of Cycle-to-Cycle Variability Using Kernel Density Estimators
err2022-11-01
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errOAAI
errMaldonado, Bryan P.; Kaul, Brian C.; Schuman, Catherine D.; Young, Steven R.; Mitchell, J. Parker
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A review of non-cognitive applications for neuromorphic computing
err2022-09-02
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errOAAI
errAimone, James B.; Date, Prasanna; Fonseca-Guerra, Gabriel A.; Hamilton, Kathleen E.; Henke, Kyle; Kay, Bill; Kenyon, Garrett T.; Kulkarni, Shruti R.; Mniszewski, Susan M.; Parsa, Maryam; Risbud, Sumedh R.; Schuman, Catherine D.; Severa, William; Smith, J. Darby
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Heterosynaptic plasticity in biomembrane memristors controlled by pH
err2022-08-29
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errMcClintic, William T.; Scott, Haden L.; Moore, Nick; Farahat, Mustafa; Maxwell, Mikayla; Schuman, Catherine D.; Bolmatov, Dima; Barrera, Francisco N.; Katsaras, John; Collier, C. Patrick
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Avoiding excess computation in asynchronous evolutionary algorithms
err2022-08-08
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errOAAI
errScott, Eric O.; Coletti, Mark; Schuman, Catherine D.; Kay, Bill; Kulkarni, Shruti R.; Parsa, Maryam; Gunaratne, Chathika; De Jong, Kenneth A.
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Neuromorphic computing: Challenges from quantum materials to emergent connectivity
err2022-04-04
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errOAAI
errSchuller, Ivan K.; Frano, Alex; Dynes, R. C.; Hoffmann, Axel; Noheda, Beatriz; Schuman, Catherine; Sebastian, Abu; Shen, Jian
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Opportunities for neuromorphic computing algorithms and applications (vol 2, pg 10, 2022)
err2022-03-11
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errOAAI
errSchuman, Catherine D.; Kulkarni, Shruti R.; Parsa, Maryam; Mitchell, J. Parker; Date, Prasanna; Kay, Bill
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Opportunities for neuromorphic computing algorithms and applications
err2022-01-31
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errOAAI
errSchuman, Catherine D.; Kulkarni, Shruti R.; Parsa, Maryam; Mitchell, J. Parker; Date, Prasanna; Kay, Bill
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Evolutionary vs imitation learning for neuromorphic control at the edge
err2022-01-24
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errOAAI
errSchuman, Catherine; Patton, Robert; Kulkarni, Shruti; Parsa, Maryam; Stahl, Christopher; Haas, N. Quentin; Mitchell, J. Parker; Snyder, Shay; Nagle, Amelie; Shanafield, Alexandra; Potok, Thomas
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