Research Lab
Manifestro Research
Manifestro Research
Exploring biological neural architectures and nature-inspired computation — from continuous-time dynamics to surprise-driven plasticity and adaptive memory.
March 5, 2026
DREAM: Dynamic Recall and Elastic Adaptive Memory
Technical Specification and Analysis of Experimental Results (v1.0)
Research
February 22, 2026
Liquid Sound, Phase 3: From Characters to Phonemes
Achieving phoneme-level accuracy with 2M parameters and a hierarchical CNN frontend.
Acoustic Modeling
February 13, 2026
Liquid Sound: Why 96.8% WER Is Progress — Phase 2 Report
Technical Report: Achieving gender parity and noise robustness in lightweight ASR
Technical Report
February 11, 2026
Liquid Sound: An Experiment on Speech Recognition with Dynamic Neural Networks
CfC networks for ASR: hypothesis not disproven, but not yet definitively confirmed. Phase 1 — proof of concept for acoustic modeling. Phase 2 — test of generalizability.
Foundation
January 23, 2026
Liquid Neural Networks
Technical Brief: Continuous-time systems and the future of adaptive AI.
Technical Brief