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Seizure detection using dynamic memristor-based reservoir computing and leaky integrate-and-fire neuron for post-processing JOURNAL ARTICLE published 1 December 2023 in APL Machine Learning Research funded by National Natural Science Foundation of China (61925401,92064004,61927901,92164302) | Overseas Expertise Introduction Project for Discipline Innovation (B18001) | China Postdoctoral Science Foundation (2023M740051) | National Key R&D Program of China (2023YFB4502200) |
Harnessing nonlinear conductive characteristic of TiO2/HfO2 memristor crossbar for implementing parallel vector–matrix multiplication JOURNAL ARTICLE published 1 June 2024 in APL Machine Learning Research funded by National Key Research and Development Program of China (2023YFF1203600) | National Natural Science Foundation of China (62305155,62122036,62034004,61921005,12074176) | The Strategic Priority Research Program of the Chinese Academy of Sciences (XDB44000000) | China Postdoctoral Science Foundation (2023M731582,BX20230153) | The Fundamental Research Funds for Central Universities (020414380084,020414380155) | Jiangsu Funding Program for Excellent Postdoctoral Talent (2023ZB079) |
Cardiac abnormality detection with a tiny diagonal state space model based on sequential liquid neural processing unit JOURNAL ARTICLE published 1 June 2024 in APL Machine Learning |
Simulation of the effect of material properties on yttrium oxide memristor-based artificial neural networks JOURNAL ARTICLE published 1 September 2023 in APL Machine Learning Research funded by Horizon 2020 Framework Program (783176,101007321) | Ministerio de Ciencia e Innovación (FJC2021-046808-I) | Bundesministerium für Bildung und Forschung (16MEE0154) | Deutsche Forschungsgemeinschaft (AL 560/13-2,AL 560/21-1) | Merck KGaA (Sustainability Hub) | European Metrology Program for Innovation and Research (20FUN06) |
Using the IBM analog in-memory hardware acceleration kit for neural network training and inference JOURNAL ARTICLE published 1 December 2023 in APL Machine Learning Research funded by HORIZON EUROPE European Innovation Council (101046878) | Staatssekretariat für Bildung, Forschung und Innovation (22.00029) |
High-speed CMOS-free purely spintronic asynchronous recurrent neural network JOURNAL ARTICLE published 1 March 2023 in APL Machine Learning Research funded by National Science Foundation (1910800) | TxACE Analog Center of Excellence (Undergraduate Internship Program) |
Portable APL machine JOURNAL ARTICLE published September 1975 in ACM SIGAPL APL Quote Quad |
Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics JOURNAL ARTICLE published 1 March 2023 in APL Machine Learning Research funded by Horizon Europe European Research Council (856538) | Horizon Europe European Innovation Council (101046878) | Ministerio de Ciencia e Innovación (PID2020-113644GB-I00) | Swiss State Secretariat for Education, Research and Innovation (22.0002) |
A physics-based predictive model for pulse design to realize high-performance memristive neural networks JOURNAL ARTICLE published 1 December 2023 in APL Machine Learning Research funded by National Key Research and Development Program of China (2022YFB3807603) | National Natural Science Foundation of China (92163210,52172143) | Science and Technology Projects in Guangzhou (202201000008,SL2022A04J00031) |
A cloud platform for sharing and automated analysis of raw data from high throughput polymer MD simulations JOURNAL ARTICLE published 1 December 2023 in APL Machine Learning Research funded by National Energy Research Scientific Computing Center (DE-AC02-05CH11231) | National Science Foundation (ACI-1053575) |
Materials cartography: A forward-looking perspective on materials representation and devising better maps JOURNAL ARTICLE published 1 June 2023 in APL Machine Learning |
Thunderstorm Prediction Model Using SMOTE Sampling and Machine Learning Approach PROCEEDINGS ARTICLE published 12 June 2023 in 2023 12th Asia-Pacific International Conference on Lightning (APL) |