Duygu Kuzum

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 13

Top Topics

Cerebral Cortex

Biologically Plausible

Design Considerations

Top Venues

Publications

Ashwani Kumar, Jaeseoung Park, Yucheng Zhou, Jeong-Hoon Kim, Soumil Jain, Catherine D. Schuman, Gert Cauwenberghs, Duygu Kuzum
Energy Efficient Implementation of MVM Operations Using Filament-Free Bulk RRAM Array. NICE (2024)
Jeong-Hoon Kim, Soumil Jain, Gopabandhu Hota, Jaeseoung Park, Ashwani Kumar, Duygu Kuzum, Gert Cauwenberghs
Bio-plausible Learning-on-Chip with Selector-less Memristive Crossbars. ISCAS (2024)
Mehrdad Ramezani, Xin Liu, Chi Ren, Takaki Komiyama, Duygu Kuzum
Processing multimodal neural data and decoding neural dynamics using cross-modality inference. NER (2023)
Jaeseoung Park, Ashwani Kumar, Yucheng Zhou, Sangheon Oh, Jeong-Hoon Kim, Yuhan Shi, Soumil Jain, Gopabandhu Hota, Amelie L. Nagle, Catherine D. Schuman, Gert Cauwenberghs, Duygu Kuzum
Multi-level, Forming Free, Bulk Switching Trilayer RRAM for Neuromorphic Computing at the Edge. CoRR (2023)
Madison N. Wilson, Martin Thunemann, Francesca Puppo, Emily Martin, Rebeca Blanch, Fred H. Gage, Alysson R. Muotri, Anna Devor, Duygu Kuzum
Investigation of functional integration of cortical organoids transplanted in vivo towards future neural prosthetics applications. NER (2023)
Soumil Jain, Gopabandhu Hota, Yuhan Shi, Sangheon Oh, Jiajia Wu, Preston Fowler, Duygu Kuzum, Gert Cauwenberghs
A Versatile and Efficient Neuromorphic Platform for Compute-in-Memory with Selector-less Memristive Crossbars. ISCAS (2023)
Yuhan Shi, Sangheon Oh, Jaeseoung Park, Javier del Valle, Pavel Salev, Ivan K. Schuller, Duygu Kuzum
Integration of Ag-CBRAM crossbars and Mott ReLU neurons for efficient implementation of deep neural networks in hardware. Neuromorph. Comput. Eng. 3 (3) (2023)
David Ding, Yichen Lu, Ruoyu Zhao, Xin Liu, Chawina De-Eknamkul, Chi Ren, Armaghan Mehrsa, Takaki Komiyama, Duygu Kuzum
Evaluation of Durability of Transparent Graphene Electrodes Fabricated on Different Flexible Substrates for Chronic In Vivo Experiments. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Xin Liu, Chi Ren, Yichen Lu, Ryoma Hattori, Yuhan Shi, Ruoyu Zhao, David Ding, Takaki Komiyama, Duygu Kuzum
Decoding ECoG High Gamma Power from Cellular Calcium Response using Transparent Graphene Microelectrodes. NER (2019)
Xin Liu, Duygu Kuzum
Hippocampal-Cortical Memory Trace Transfer and Reactivation Through Cell-Specific Stimulus and Spontaneous Background Noise. Frontiers Comput. Neurosci. 13 (2019)
Xin Liu, Yichen Lu, Duygu Kuzum
Investigation of Propagating Cortical Waves and Spirals Recorded by High Density Porous Graphene Arrays. EMBC (2018)
Yuhan Shi, Sangheon Oh, Xin Liu, Duygu Kuzum
Drift-enhanced Unsupervised Learning with PCM Synapses. DRC (2018)
Hongming Lyu, Xin Liu, Nick Rogers, Vikash Gilja, Duygu Kuzum
Graphene neural interfaces for artifact free optogenetics. EMBC (2016)
Sukru Burc Eryilmaz, Duygu Kuzum, Shimeng Yu, H.-S. Philip Wong
Device and System Level Design Considerations for Analog-Non-Volatile-Memory Based Neuromorphic Architectures. CoRR (2015)
Sukru Burc Eryilmaz, Duygu Kuzum, Rakesh Gnana David Jeyasingh, SangBum Kim, Matthew BrightSky, Chung Lam, H.-S. Philip Wong
Experimental Demonstration of Array-level Learning with Phase Change Synaptic Devices. CoRR (2014)
Shimeng Yu, Duygu Kuzum, H.-S. Philip Wong
Design considerations of synaptic device for neuromorphic computing. ISCAS (2014)
Sukru Burc Eryilmaz, Duygu Kuzum, Rakesh Gnana David Jeyasingh, SangBum Kim, Matthew BrightSky, Chung Lam, H.-S. Philip Wong
Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array. CoRR (2014)
Rakesh Gnana David Jeyasingh, Jiale Liang, Marissa Caldwell, Duygu Kuzum, H.-S. Philip Wong
Phase Change Memory: Scaling and applications. CICC (2012)