Clemens J. S. Schaefer

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Spiking Neural Networks

Keyword Spotting

Efficient Learning

Inference Process

Top Venues

Publications

Clemens J. S. Schaefer, Siddharth Joshi, Shan Li, Raúl Blázquez
Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks. WACV (2024)
Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
A compute-in-memory chip based on resistive random-access memory. Nat. 608 (7923) (2022)
Clemens J. S. Schaefer, Siddharth Joshi, Shan Li, Raúl Blázquez
Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks. CoRR (2022)
Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory. CoRR (2021)
Clemens J. S. Schaefer, Mark Horeni, Pooria Taheri, Siddharth Joshi
LSTMs for Keyword Spotting with ReRAM-Based Compute-In-Memory Architectures. ISCAS (2021)
Clemens J. S. Schaefer, Siddharth Joshi
Quantizing Spiking Neural Networks with Integers. ICONS (2020)
Clemens J. S. Schaefer, Patrick Faley, Emre O. Neftci, Siddharth Joshi
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators. CoRR (2020)
Clemens J. S. Schaefer, Siddharth Joshi
Memory Organization and Structures for On-Chip Learning in Spiking Neural Networks. MWSCAS (2020)
Clemens J. S. Schaefer, Patrick Faley, Emre O. Neftci, Siddharth Joshi
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators. ISCAS (2020)
Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda, Clemens J. S. Schaefer, Christoph Studer, Siddharth Joshi
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison. MWSCAS (2020)
Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda, Clemens J. S. Schaefer, Christoph Studer, Siddharth Joshi
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison. CoRR (2020)