Browsing imec Publications by imec author "a8bc819c3caa9b41fe1d2d101d76d955bbbfe66b"
Now showing items 1-11 of 11
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A 22 nm, 1540 TOP/s/W, 12.1 TOP/s/mm2 in -Memory Analog Matrix -Vector-Multiplier for DNN Acceleration
Papistas, Ioannis; Cosemans, Stefan; Rooseleer, Bram; Doevenspeck, Jonas; Na, Myung Hee; Mallik, Arindam; Debacker, Peter; Verkest, Diederik (2021) -
Charge Sharing and Charge Injection A/D Converters for Analog In-Memory Computing
Caselli, Michele; Papistas, Ioannis; Cosemans, Stefan; Mallik, Arindam; Debacker, Peter; Verkest, Diederik (2021) -
Design-Technology Space Exploration For Energy Efficient AiMC-based Inference Acceleration
Bhattacharjee, Debjyoti; Laubeuf, Nathan; Cosemans, Stefan; Papistas, Ioannis; Mallik, Arindam; Debacker, Peter; Na, Myung Hee; Verkest, Diederik (2021) -
Dynamic Quantization Range Control for Analog-in-Memory Neural Networks Acceleration
Laubeuf, Nathan; Doevenspeck, Jonas; Papistas, Ioannis; Caselli, Michele; Cosemans, Stefan; Vrancx, Peter; Bhattacharjee, Debjyoti; Mallik, Arindam; Debacker, Peter; Verkest, Diederik; Catthoor, Francky; Lauwereins, Rudy (2022-09) -
Fabrication cost analysis for contactless 3-D ICs
Papistas, Ioannis; Pavlidis, Vasileios; Velenis, Dimitrios (2019) -
FQ-Conv: Fully quantized convolution for efficient and accurate inference
Verhoef, Bram; Laubeuf, Nathan; Cosemans, Stefan; Debacker, Peter; Papistas, Ioannis; Mallik, Arindam; Verkest, Diederik (2019) -
IGZO-based compute cell for analog in-memory computing - DTCO analysis to enable ultralow-power AI at edge
Saito, Daisuke; Doevenspeck, Jonas; Cosemans, Stefan; Oh, Hyungrock; Perumkunnil, Manu; Papistas, Ioannis; Belmonte, Attilio; Rassoul, Nouredine; Delhougne, Romain; Kar, Gouri Sankar; Debacker, Peter; Mallik, Arindam; Verkest, Diederik; Na, Myung Hee (2020) -
Novel memory devices tailored to analog in-memory computing for neural network inference
Cosemans, Stefan; Doevenspeck, Jonas; Verhoef, Bram; Papistas, Ioannis; Laubeuf, Nathan; Bhattacharjee, Debjyoti; Catthoor, Francky; Debacker, Peter; Verkest, Diederik; Rao, Siddharth; Subhechha, Subhali; Kar, Gouri Sankar; Furnemont, Arnaud (2020-09) -
Opportunities and Limitations of Emerging Analog in-Memory Compute DNN Architectures
Houshmand, Pouya; Cosemans, Stefan; Mei, Linyan; Papistas, Ioannis; Bhattacharjee, Debjyoti; Debacker, Peter; Mallik, Arindam; Verkest, Diederik; Verhelst, Marian (2020) -
SOT-MRAM based Analog in-Memory Computing for DNN inference
Doevenspeck, Jonas; Garello, Kevin; Verhoef, Bram; Degraeve, Robin; Van Beek, Simon; Crotti, Davide; Yasin, Farrukh; Couet, Sebastien; Jayakumar, Ganesh; Papistas, Ioannis; Debacker, Peter; Lauwereins, Rudy; Dehaene, Wim; Kar, Gouri Sankar; Cosemans, Stefan; Mallik, Arindam; Verkest, Diederik (2020) -
Towards 10000TOPS/W DNN inference with analog in-memory computing – A circuit blueprint, device options and requirements
Cosemans, Stefan; Verhoef, Bram; Doevenspeck, Jonas; Papistas, Ioannis; Catthoor, Francky; Debacker, Peter; Mallik, Arindam; Verkest, Diederik (2019)