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Jelin Leslin
PhD student, Aalto University
Joined
January 2023
Names
Jelin Leslin
(Preferred)
,
Jelin L
Emails
****@gmail.com
(Confirmed)
,
****@aalto.fi
(Confirmed)
Personal Links
DBLP
Career & Education History
PhD student
Aalto University
(aalto.fi)
2021
–
2026
MS student
KTH Royal Institute of Technology
(kth.se)
2019
–
2021
MS student
Eindhoven University of Technology
(tue.nl)
2018
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Martin Andraud
2021
–
Present
Expertise
systems engineering
Present
Energy efficient computation in digital hardware
2021
–
Present
TinyML
2021
–
Present
Publications
LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning
Lingyun Yao
,
Shirui Zhao
,
Martin Trapp
,
Jelin Leslin
,
Marian Verhelst
,
Martin Andraud
IEEE Trans. Circuits Syst. I Regul. Pap. 2026
Readers:
Everyone
Acore-CIM: build accurate and reliable mixed-signal CIM cores with RISC-V controlled self-calibration
Omar Numan
,
Gaurav Singh
,
Kazybek Adam
,
Jelin Leslin
,
Aleksi Korsman
,
Otto Simola
,
Marko Kosunen
,
Jussi Ryynänen
,
Martin Andraud
CoRR 2025
Readers:
Everyone
Computing Tractable Probabilistic Models: A Hardware Perspective
Martin Andraud
,
Lingyun Yao
,
Karthekeyan Periasamy
,
Jelin Leslin
,
Martin Trapp
TPM 2025
Readers:
Everyone
Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications
Jelin Leslin
,
Martin Trapp
,
Martin Andraud
COINS 2025
Readers:
Everyone
A 22-nm All-Digital Time-Domain Neural Network Accelerator for Precision In-Sensor Processing
Ahmed M. Mohey
,
Jelin Leslin
,
Gaurav Singh
,
Marko Kosunen
,
Jussi Ryynänen
,
Martin Andraud
IEEE Trans. Very Large Scale Integr. Syst. 2024
Readers:
Everyone
On Hardware-efficient Inference in Probabilistic Circuits
Lingyun Yao
,
Martin Trapp
,
Jelin Leslin
,
Gaurav Singh
,
Peng Zhang
,
Karthekeyan Periasamy
,
Martin Andraud
TPM 2024
Readers:
Everyone
On Hardware-efficient Inference in Probabilistic Circuits
Lingyun Yao
,
Martin Trapp
,
Jelin Leslin
,
Gaurav Singh
,
Peng Zhang
,
Karthekeyan Periasamy
,
Martin Andraud
UAI 2024 poster
Readers:
Everyone
On Hardware-efficient Inference in Probabilistic Circuits
Lingyun Yao
,
Martin Trapp
,
Jelin Leslin
,
Gaurav Singh
,
Peng Zhang
,
Karthekeyan Periasamy
,
Martin Andraud
CoRR 2024
Readers:
Everyone
AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware
Karthekeyan Periasamy
,
Jelin Leslin
,
Aleksi Korsman
,
Lingyun Yao
,
Martin Andraud
NewCAS 2024
Readers:
Everyone
View all 13 publications
Co-Authors
Ahmed M. Mohey
Aleksi Korsman
Antti Hyttinen
Gaurav Singh
Jussi Ryynänen
Karthekeyan Periasamy
Kazybek Adam
Lingyun Yao
Marian Verhelst
Marko Kosunen
Martin Andraud
Martin Trapp
Omar Numan
Otto Simola
Peng Zhang
Shirui Zhao