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Shantanu Chakrabartty
- > Home > Persons > Shantanu Chakrabartty
Publications
- 2024
- [i18]Zihao Chen, Johannes Leugering, Gert Cauwenberghs, Shantanu Chakrabartty:
Energy-efficiency Limits on Training AI Systems using Learning-in-Memory. CoRR abs/2402.14878 (2024) - 2023
- [c90]Shantanu Chakrabartty, Gert Cauwenberghs:
Performance Walls in Machine Learning and Neuromorphic Systems. ISCAS 2023: 1-4 - [c89]Aswin Chowdary Undavalli, Gert Cauwenberghs, Arun Natarajan, Shantanu Chakrabartty, Aravind Nagulu:
ADC-Less 3D-NAND Compute-in-Memory Architecture Using Margin Propagation. MWSCAS 2023: 89-92 - 2009
- [c30]Yu M. Chi, Adeel Abbas, Shantanu Chakrabartty, Gert Cauwenberghs:
An Active Pixel CMOS Separable Transform Image Sensor. ISCAS 2009: 1281-1284 - 2007
- [j6]Shantanu Chakrabartty, Gert Cauwenberghs:
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression. J. Mach. Learn. Res. 8: 813-839 (2007) - [j5]Shantanu Chakrabartty, Gert Cauwenberghs:
Sub-Microwatt Analog VLSI Trainable Pattern Classifier. IEEE J. Solid State Circuits 42(5): 1169-1179 (2007) - [j4]Shantanu Chakrabartty, Yunbin Deng, Gert Cauwenberghs:
Robust Speech Feature Extraction by Growth Transformation in Reproducing Kernel Hilbert Space. IEEE Trans. Speech Audio Process. 15(6): 1842-1849 (2007) - 2005
- [c13]Shantanu Chakrabartty, Gert Cauwenberghs:
Fixed-current method for programming large floating-gate arrays. ISCAS (4) 2005: 3934-3937 - 2004
- [c12]Shantanu Chakrabartty, Yunbin Deng, Gert Cauwenberghs:
Robust speech feature extraction by growth transformation in reproducing kernel Hilbert space. ICASSP (1) 2004: 133-136 - [c11]Yunbin Deng, Shantanu Chakrabartty, Gert Cauwenberghs:
Three-decade programmable fully differential linear OTA. ISCAS (1) 2004: 697-700 - [c10]Shantanu Chakrabartty, Gert Cauwenberghs:
Margin normalization and propagation in analog VLSI. ISCAS (1) 2004: 901-904 - [c9]Shantanu Chakrabartty, Gert Cauwenberghs:
Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation. NIPS 2004: 249-256 - 2003
- [j1]Roman Genov, Shantanu Chakrabartty, Gert Cauwenberghs:
Silicon Support Vector Machine with On-Line Learning. Int. J. Pattern Recognit. Artif. Intell. 17(3): 385-404 (2003) - [c8]Shantanu Chakrabartty, Gert Cauwenberghs:
Expectation Maximization of Forward Decoding Kernel Machines. AISTATS 2003 - [c7]Shantanu Chakrabartty, Gert Cauwenberghs, Jayadeva:
Sparse Probability Regression by Label Partitioning. COLT 2003: 231-242 - [c6]Shantanu Chakrabartty, Masakazu Yagi, Tadashi Shibata, Gert Cauwenberghs:
Robust cephalometric landmark identification using support vector machines. ICASSP (2) 2003: 825-828 - [c5]Shantanu Chakrabartty, Masakazu Yagi, Tadashi Shibata, Gert Cauwenberghs:
Robust cephalometric landmark identification using support vector machines. ICME 2003: 429-432 - [c4]Shantanu Chakrabartty, Gert Cauwenberghs:
Power dissipation limits and large margin in wireless sensors. ISCAS (4) 2003: 832-835 - 2002
- [c3]Shantanu Chakrabartty, Gert Cauwenberghs:
Sequence estimation and channel equalization using forward decoding kernel machines. ICASSP 2002: 2669-2672 - [c2]Shantanu Chakrabartty, Gert Cauwenberghs:
Forward-Decoding Kernel-Based Phone Recognition. NIPS 2002: 1165-1172 - [c1]Shantanu Chakrabartty, Gert Cauwenberghs:
Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition. SVM 2002: 278-292
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last updated on 2024-04-25 05:58 CEST by the dblp team
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