116 results on '"Imani, Mohsen"'
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2. Hyperdimensional Computing for Robust and Efficient Unsupervised Learning
3. Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration
4. Memory-Based Computing for Energy-Efficient AI: Grand Challenges
5. Hardware-Optimized Hyperdimensional Computing for Real-Time Learning
6. BP-NTT: Fast and Compact in-SRAM Number Theoretic Transform with Bit-Parallel Modular Multiplication
7. Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI
8. Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection
9. DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification
10. Lightning Talk: Bridging Neuro-Dynamics and Cognition
11. Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems
12. Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI
13. Full Stack Parallel Online Hyperdimensional Regression on FPGA
14. Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks
15. Optimal Bayesian Biomarker Selection for Gene Regulatory Networks under Regulatory Model Uncertainty
16. Density-Aware Parallel Hyperdimensional Genome Sequence Matching
17. Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge
18. Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization
19. Computational Associative Memory Based on Monolithically Integrated Metal-Oxide Thin Film Transistors for Update-Frequent Search Applications
20. StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data
21. Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System
22. CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing
23. RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System
24. PRID: Model Inversion Privacy Attacks in Hyperdimensional Learning Systems
25. Robust In-Memory Computing with Hyperdimensional Stochastic Representation
26. Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal Structured Data
27. CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing
28. Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture
29. AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing
30. PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations
31. PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and Configurability.
32. MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing
33. Bayesian Optimization for Expensive Smooth-Varying Functions.
34. MACcelerator: Approximate Arithmetic Unit for Computational Acceleration
35. Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory.
36. A Framework for Efficient and Binary Clustering in High-Dimensional Space
37. Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory
38. HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing
39. TruLook: A Framework for Configurable GPU Approximation
40. FPGA Acceleration of Protein Back-Translation and Alignment
41. OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using Hyperdimensional System
42. Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures
43. A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing
44. ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder
45. HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing
46. A Scalable Design of Multi-Bit Ferroelectric Content Addressable Memory for Data-Centric Computing
47. Multi-label HD Classification in 3D Flash
48. DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory
49. Deep Learning Acceleration using Digital-Based Processing In-Memory
50. CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware
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