The “von Neumann bottleneck” is a formidable
challenge
in conventional computing, driving exploration into artificial synapses.
Organic semiconductor materials show promise but are hindered by issues
such as poor adhesion and a high elastic modulus. Here, we combine
polyisoindigo-bithiophene (PIID-2T) with grafted poly(dimethylsiloxane)
(PDMS) to synthesize the triblock-conjugated polymer (PIID-2T-PDMS).
The polymer exhibited substantial enhancements in adhesion (4.8–68.8
nN) and reductions in elastic modulus (1.6–0.58 GPa) while
maintaining the electrical characteristics of PIID-2T. The three-terminal
organic synaptic transistor (three-terminal p-type organic artificial
synapse (TPOAS)), constructed using PIID-2T-PDMS, exhibits an unprecedented
analog switching range of 276×, surpassing previous records,
and a remarkable memory on–off ratio of 106. Moreover,
the device displays outstanding operational stability, retaining 99.6%
of its original current after 1600 write–read events in the
air. Notably, TPOAS replicates key biological synaptic behaviors,
including paired-pulse facilitation (PPF), short-term plasticity (STP),
and long-term plasticity (LTP). Simulations using handwritten digital
data sets reveal an impressive recognition accuracy of 91.7%. This
study presents a polyisoindigo-bithiophene-based block copolymer that
offers enhanced adhesion, reduced elastic modulus, and high-performance
artificial synapses, paving the way for the next generation of neuromorphic
computing systems.